An interlinking hub that threads three companion documents — the Chaîne Opératoire Complexity reference, the Athenian Pottery Industry 600–350 BCE quantitative model, and the Greek Painted-Pottery Experimental-Archaeology course flow — through ten common threads: chronology, persons, institutions, materials, processes, decoration, kiln practice, failures, economy, and pedagogy.将三份姊妹文献，即《工艺链复杂性》参考文献、《雅典陶业 600–350 BCE》定量模型、《古希腊彩陶实验考古》课程流程，通过十条共同主线（年代、人物、机构、材料、工艺、装饰、窑炉、失败、经济、教学）相互串联的概念图谱中心。An interlinking hub threading three companion documents through ten common themes — chronology, persons, institutions, materials, processes, decoration, kiln practice, failures, economy, pedagogy. 将三份姊妹文献通过十条共同主线相互串联的概念图谱中心。
I · Three Companion Documents姊妹文献地图
The hub takes three documents as its objects of cross-reference. Each views the same problem — the making, distribution, and meaning of Athenian black-figure (BF) and red-figure (RF) pottery — from a different angle: a technical-scholarly reference, a quantitative industry model, and a pedagogical course. The cards below open each document at its landing tab; throughout the atlas, deep-link buttons jump straight to specific tabs, sections, or sessions.本中心以三份文献为互参对象。它们以三种不同视角面对同一对象，雅典黑绘（BF）与红绘（RF）陶器的制作、流通与意义：技术学术参考、定量产业模型、以及一份教学课程。下方卡片可打开各文献的起始页；在图谱各处，深链按钮会直接跳转至文献的特定标签、章节或课次。本 hub takes three documents as cross-reference objects; each views the same problem from a different angle. 本中心以三份文献为互参对象，各以不同视角面对同一对象。
Document I · 文献 I
Chaîne Opératoire Complexity工艺链复杂性
A nine-tab technical reference grounded in XRF-characterized Gansu clay. It maps every stage of BF/RF production — from clay procurement through three-stage ORO firing — against a curated scientific literature (1752–2025) and a refinable Beijing-based experimental framework (Zhang Lab).基于甘肃黏土 XRF 实测数据的九标签技术参考文献。从黏土取材到三阶段 ORO 烧成，对照 1752–2025 年文献研究脉络与可优化的在京实验框架（张氏实验室），完整呈现 BF/RF 各工艺阶段。A nine-tab technical reference grounded in XRF-characterized clay; maps every stage from procurement to ORO firing. 以 XRF 实测黏土为锚，覆盖从取材至 ORO 烧成的全工艺链。
Athenian Pottery Industry 600–350 BCE雅典陶业 600–350 公元前
An interactive React model that puts numbers on the Kerameikos: how many pots, painters, kilns, and shiploads did 250 years of Athenian production require? Built on Sapirstein, Stissi, Bentz, and Loy's debates, it lets the user slide survival-rates, attribution-rates, kiln capacities and read out the demographic consequences.一份交互式 React 模型，为陶匠区（Kerameikos）赋予数字：250 年间的雅典生产究竟需要多少陶罐、画师、窑炉与商船？该模型基于 Sapirstein、Stissi、Bentz、Loy 等的争论，允许用户拖动存活率、归因率、窑炉产能等参数，并即时读出对应的人口学后果。Interactive React model: how many pots, painters, kilns did Athens need? 交互式模型：雅典 600–350 BCE 究竟需要多少陶罐、画师、窑炉？
A six-session Tsinghua Xinya mini-course flowchart that braids historiography, materials science, and hands-on replication. Each session pairs a "core" lecture with a "manual supplement" — the points where the course translates Attic technique into Beijing-feasible practice using XRF-tested Gansu clay.清华大学新雅书院小课的六次课程流程图，将学术史、材料科学与动手复刻交织。每节课皆配以"核心议题"与"手册补充"，即课程将雅典工艺转译为以 XRF 实测甘肃黏土在北京可执行实践的关键节点。A six-session Xinya course flow: historiography + materials + hands-on. 六次课程：学术史 + 材料科学 + 实验复刻。
A seven-tab interactive chapter tracking 250 years of scholarship on Greek black- and red-figure pottery — from Caylus (1752) through Beazley's attribution corpus, Noble's electric-kiln reconstruction, Aloupi-Siotis's THETIS workshop, the nanoscale (TEM/XANES) turn, and Loy's 2025 Monte-Carlo labour model. Each section ships with a foldable "Sources" panel; local-copy coverage is tracked in the audit layer against the working source library, alongside external databases (BAPD, Demokritos, PHI, JSTOR).基于本课程手册第一章撰写的七标签交互章节，追溯 250 年学术史：从卡尤斯（1752）经贝兹利归因体系、诺布尔电窑复刻、Aloupi-Siotis 的 THETIS 工坊、纳米尺度 TEM/XANES 转向，至洛伊 2025 蒙特卡洛劳力模型。每节配以可折叠"Sources"面板；本地副本覆盖度在审计层据工作文献库核对，并与外部数据库（BAPD、Demokritos、PHI、JSTOR）并用。250 years of scholarship · 7 tabs · 22 protagonists. 250 年学术史 · 7 标签 · 22 位主角。
All three documents inhabit the same chronological frame: the long sixth-to-fourth century BCE, with extension back to Geometric and Protoattic roots and forward into Hellenistic atticizing wares. The course teaches the period; the industry model quantifies it; the chaîne reference dissects its technique. Reading the timeline left to right is therefore reading all three documents in parallel.三份文献共享同一时间框架：自公元前六世纪迄前四世纪的漫长阶段，向前追溯至几何与原始阿提卡风格的源流，向后延伸至希腊化"仿雅典"陶器。课程讲授这一时段，产业模型对其量化，工艺链参考则解剖其技术。由左至右阅读年代轴，亦即并行阅读三份文献。All three documents share the long 6th–4th century BCE frame. 三份文献共享公元前六至四世纪的长时段框架。
1
Geometric / Protoattic几何 / 原始阿提卡
c. 900 – 700 BCE
▸ Overview
▸ 概述
Athens invents the Geometric style on iron-rich illitic clays. The Dipylon Master establishes monumental funerary amphorae as grave-markers (Athens NM 804, c. 760 BCE); the Hirschfeld Workshop follows with pedestalled kraters (Athens 990). The Protoattic phase (700–600 BCE) opens with the Analatos Painter (Athens 313, hydria) and culminates in the Polyphemus Painter's name-vase used as a child's coffin at Eleusis. Iron-oxide-based gloss is already lustrous; full ORO chemistry remains for the next century.雅典在富铁伊利石黏土上发明几何风格。Dipylon 大师将纪念性葬礼安福拉（Athens NM 804，约前 760）确立为墓标；Hirschfeld 工坊承接以基座式克拉特尔（Athens 990）。原始阿提卡阶段（前 700–600）以 Analatos 画师开端（Athens 313 hydria），至 Polyphemus 画师名瓶，其作品在 Eleusis 用作儿童棺，告终。铁氧化物陶衣已具光泽；完整 ORO 化学仍待下一世纪。
▸ Deeper · canonical claim + named evidence
▸ Deeper · 典范陈述与具体证据
"Athenian potters invented the Geometric style, and carried it to its fullest development; when it reached maturity, they found imitators throughout the Greek world."
Coldstream 1968, p. 8 · cf. p. 9 on the lustrous black-glaze peak.
▸ Named evidence · workshops, painters, sites
▸ 具体证据 · 工坊 · 画师 · 地点
▸PG → EG transition c. 900 BCE: compass-drawn concentric circles abandoned for rectilinear meander and zigzag (Coldstream p. 10).原始几何 → 早期几何（约前 900 年）：放弃罗盘绘同心圆，改用直线折回纹与之字纹（p. 10）。
▸Dipylon Master invents the all-over "tapestry" decorative system on monumental grave-markers (Athens NM 804; Coldstream pp. 9, 37).Dipylon 大师在纪念性墓标上发明"挂毯式"满铺装饰系统（Athens NM 804；pp. 9、37）。
Corinth invents the black-figure technique in Middle Protocorinthian (MPC), c. 690 BCE — silhouette + incision + added red/purple. Named hands: Ajax Painter (Boston aryballos, c. 675 BCE), the Chigi/Macmillan Painter (BM aryballos, c. 650 BCE), the Hound Painter. At Athens, the Nessos Painter (Athens NM 1002, c. 615 BCE) makes the technique monumental on the amphora scale; the Mesogeia Painter's Aegina plaque carries the earliest known painted Greek inscription. Corinth leads the export market until c. 575/550 BCE.科林斯在中原始科林斯期（MPC，约前 690）发明黑绘技法，剪影 + 刻划 + 加红/紫附加色。代表性匠人：Ajax 画师（波士顿香水瓶，约前 675）、Chigi/Macmillan 画师（大英博物馆香水瓶，约前 650）、Hound 画师。雅典则有 Nessos 画师（Athens NM 1002，约前 615）将该技法推至纪念性安福拉规模；Mesogeia 画师在 Aegina 的陶板载有现知最早的希腊画家题名。科林斯领跑出口市场直至前约 575/550 年。
▸ Deeper · canonical claim + named evidence
▸ Deeper · 典范陈述与具体证据
"The single most important innovation of the Middle Protocorinthian period (MPC) is the adoption of the Black Figure technique. … The outline style disappears overnight."
Rodriguez Alvarez 2021, p. 24.
▸ Named evidence · workshops, painters, sites
▸ 具体证据 · 工坊 · 画师 · 地点
▸The technique: silhouette pre-firing + needle incision at leather-hard + added red / purple.技法构成：烧成前剪影 + 皮革硬态针刻 + 红/紫附加色。
▸Cook 1997 p. 1: "Corinth, which now took the lead, developed the black-figure technique … At Athens there were two generations of ambitious exuberance which preferred to draw in outline."Cook 1997 p. 1："此时领跑的科林斯发展出黑绘技法 …… 雅典则有两代雄心却仍偏好外缘画风。"
▸Penteskouphia (Acrocorinth ridge, sanctuary of Poseidon): the only ancient self-imagery of the craft — pinakes showing potters at work.Penteskouphia（Acrocorinth 山脊波塞冬圣所）：古代仅存的"陶工自画其工作"图像，陶板。
▸Named hands: Ajax Painter (Boston aryballos, c. 675); Chigi/Macmillan Painter (BM, c. 650); Hound Painter; Nessos Painter at Athens (NM 1002, c. 615).代表画师：Ajax 画师（波士顿香水瓶，约前 675）；Chigi/Macmillan 画师（大英博物馆，约前 650）；Hound 画师；雅典 Nessos 画师（NM 1002，约前 615）。
▸Commercial outcome: Corinth dominates the export market until c. 575/550 BCE.市场结果：科林斯领跑出口至前约 575/550 年。
Athens overtakes Corinth. Sophilos (act. c. 580–570; Athens NM 15499, dinos with Funeral Games of Patroklos) is the first Attic BF painter to sign. The François Vase (Florence 4209, c. 570/565, signed by potter Ergotimos and painter Kleitias) anchors mature narrative BF. The Panathenaic prize amphora series begins with the festival's reorganization c. 566 BCE. Workshops: C Painter & Heidelberg Painter (Siana cups, second quarter); Lydos; Tyrrhenian Group (Etruria-export amphorae). The Amasis Painter (signed amphora from Samos, c. 560–515) and Exekias (act. c. 545–525) define the technical peak — Exekias introduces amphora Type A (Vatican 344), eye-cup Type A (Munich 2044), and the calyx-krater (Agora A-P 1044).雅典超越科林斯。Sophilos（活跃于约前 580–570；Athens NM 15499，绘 Patroklos 葬礼竞技的 dinos）是首位有签名传世的雅典 BF 画师。弗朗索瓦瓶（Florence 4209，约前 570/565，陶工 Ergotimos 与画师 Kleitias 共同署名）奠定成熟期叙事 BF。泛雅典娜节奖瓶系列从约前 566 年节庆改革开始。重要工坊：C 画师与 Heidelberg 画师（Siana 杯，第二季）；Lydos；Tyrrhenian Group（伊特鲁里亚出口型）。Amasis 画师（Samos 出土签名安福拉，约前 560–515）与 Exekias（活跃约前 545–525）共同定义技术高峰：Exekias 引入 Type A 安福拉（Vatican 344）、Type A 眼杯（Munich 2044）与calyx-krater（Agora A-P 1044）。
▸ Deeper · canonical claim + named evidence
▸ Deeper · 典范陈述与具体证据
"The interest in narrative shown by Sophilos is continued by Kleitias … he signed five vases as painter; four of them were potted by Ergotimos. Kleitias prefers to place his figures in friezes rather than in panels, and usually he inscribes their names."
Moore, Agora XXIII, 1986, p. 80.
▸ Named evidence · workshops, painters, sites
▸ 具体证据 · 工坊 · 画师 · 地点
▸Sophilos (Athens NM 15499) is the first Attic BF painter to sign; the François Vase (Florence 4209, c. 570/565) by Ergotimos & Kleitias anchors mature narrative BF.Sophilos（Athens NM 15499）是首位有签名传世的雅典黑绘画师；弗朗索瓦瓶（Florence 4209，约前 570/565）由 Ergotimos 与 Kleitias 合作，奠定成熟期叙事黑绘。
▸Exekias's three shape-inventions: amphora Type A (Vatican 344, ABV 145.13) · eye-cup Type A (Munich 2044) · calyx-krater (Agora A-P 1044, ABV 145.19).Exekias 三项器形创新：A 型安福拉（Vatican 344, ABV 145.13）· A 型眼杯（Munich 2044）· calyx-krater（Agora A-P 1044, ABV 145.19）。
▸Panathenaic prize-amphora series locked to festival reorganization c. 566 BCE; up to 140 amphorae per single victor.泛雅典娜节奖瓶序列绑定约前 566 年节庆改革；单次冠军可获多达 140 件。
The potter Andokides, trained in Exekias's workshop, partners with the Andokides Painter to produce the first RF vases c. 530/525 BCE. Five signed bilingual amphorae survive: Berlin 2159, Louvre G 1, Met MMA 63.11.6, Louvre F 203, plus the Palermo bilingual cup V 650. The Pioneer Group (c. 520–500): Euphronios (St Petersburg 610 calyx-krater, Herakles vs. Antaios; the famous Sarpedon krater formerly Met 1972.11.10), Euthymides (Munich 2307: "ὡς οὐδέποτε Εὐφρόνιος" — "as never Euphronios"), Phintias, Smikros. Early cup painters: Oltos, Epiktetos, Skythes.出身 Exekias 工坊的陶工 Andokides 与 Andokides 画师合作，于前约 530/525 年制造首批 RF 陶。存世双面安福拉五件：Berlin 2159、Louvre G 1、Met 63.11.6、Louvre F 203，加 Palermo V 650 双面杯。先锋画师群（前 520–500）：Euphronios（圣彼得堡 610 号 Herakles 与 Antaios calyx-krater；曾归大都会博物馆的 Sarpedon krater 1972.11.10）；Euthymides（Munich 2307 自题"ὡς οὐδέποτε Εὐφρόνιος"，即"Euphronios 从未做出过这样的作品"）；Phintias；Smikros。早期杯画师：Oltos、Epiktetos、Skythes。
▸ Deeper · canonical claim + named evidence
▸ Deeper · 典范陈述与具体证据
"The potter Andokides seems to have learned his craft in the workshop of Exekias … If the Andokides Painter was not the inventor of the Attic red-figure technique, he was certainly the first to see the possibilities visible in a few experimental pieces."
Moore, Agora XXX, 1997, pp. 81–82.
▸ Named evidence · workshops, painters, sites
▸ 具体证据 · 工坊 · 画师 · 地点
▸Five signed bilingual amphorae: Berlin 2159 · Louvre G 1 · Met MMA 63.11.6 · Louvre F 203 · plus Palermo cup V 650.五件签名双面安福拉：Berlin 2159 · Louvre G 1 · 大都会 63.11.6 · Louvre F 203 · 另有 Palermo 双面杯 V 650。
▸Cohen 2006 p. 22: "on Palermo V 650 (2051) all is raised to the level of an artistic conceit — the old technique when it falls is transformed into the new."Cohen 2006 p. 22："在 Palermo V 650（2051）上一切被提升为艺术构思，旧技法陨落之时即被转化为新技法。"
▸Early cup painters: Oltos · Epiktetos · Skythes. Coral red appears with Exekias's Munich Dionysos cup (Cohen p. 21).早期杯画师：Oltos · Epiktetos · Skythes。珊瑚红初见于 Exekias 慕尼黑 Dionysos 杯（Cohen p. 21）。
Late-Archaic pot-painters mature into the Early Classical idiom: the Berlin Painter (~ 350 attributions in Beazley), Kleophrades Painter, Myson, Eucharides Painter; cup painters Onesimos, Brygos Painter, Douris, Makron (with potter Hieron). Post-Persian-War "free style" (c. 470–450): the Niobid Painter's calyx-krater Louvre G 341 (Niobids slain) reflects Polygnotos of Thasos's lost wall-paintings in the Stoa Poikile. High Classical (450–430): Polygnotos (the vase painter; Group of Polygnotos), Achilles Painter (Vatican 16571), Penthesilea Painter. White-ground lekythos peaks for funerary use, painted in fugitive polychrome over a fine kaolinitic slip.晚期古风画师走向古典前期语汇：柏林画师（Beazley 著录约 350 件）、Kleophrades 画师、Myson、Eucharides 画师；杯画师 Onesimos、Brygos 画师、Douris、Makron（与陶工 Hieron 合作）。波斯战争后"自由式"（约前 470–450）：Niobid 画师所作 Louvre G 341 calyx-krater（Niobid 被射杀）映照 Polygnotos of Thasos 在 Stoa Poikile 已佚壁画。古典盛期（前 450–430）：Polygnotos（陶绘画师，Polygnotos 群）、Achilles 画师（Vatican 16571）、Penthesilea 画师。白地 lekythos 用于葬礼达高峰，以易褪多彩颜料施于细高岭土陶衣之上。
▸ Deeper · canonical claim + named evidence
▸ Deeper · 典范陈述与具体证据
"anatomy and drapery are especially close to Polygnotos'."
Oakley ed., Athenian Potters and Painters III, 2014, on a fragment attributed to Polygnotos (the vase painter).
▸ Named evidence · workshops, painters, sites
▸ 具体证据 · 工坊 · 画师 · 地点
▸Niobid Painter's calyx-krater Louvre G 341 (c. 460–450 BCE) deploys figures on three vertical planes — a translation into clay of Polygnotos of Thasos's lost wall-paintings in the Stoa Poikile and Theseion.Niobid 画师 calyx-krater Louvre G 341（约前 460–450）以三纵深面布置人物，把 Polygnotos of Thasos 在 Stoa Poikile 与 Theseion 的失传壁画转译入陶。
▸White-ground lekythos matures (Achilles Painter, Reed Painter): polychrome pigments fired below the gloss-vitrification temperature so they don't blacken.白地 lekythos 在此期成熟（Achilles 画师、Reed 画师）：以易褪多彩颜料施作，烧成温度低于黑光玻化点以避免变黑。
▸Cup painters: Onesimos (Louvre G 104 Iliupersis) · Brygos Painter · Douris (Berlin F 2285) · Makron with potter Hieron.杯画师：Onesimos（Louvre G 104 Iliupersis）· Brygos 画师 · Douris（Berlin F 2285）· Makron 与陶工 Hieron。
Rich Style in Athens: the Meidias Painter (London BM E 224) layers added white, yellow, and gilded relief on a softening figural idiom. The Pronomos Vase (Naples 81673, c. 400 BCE, signed) preserves a satyr-play cast. Theatrical iconography proliferates. After 404 BCE the Kerameikos contracts sharply; the white-ground lekythos exits the funerary repertoire by c. 400. Export pivots to the Black Sea (Kerch style) and Adria. The first South-Italian RF hands should be split by evidence rather than pinned to one city each: the Pisticci Painter belongs to the Metaponto/Pisticci orbit, with earliest Lucanian RF now placed around mid-5th century; the Amykos Painter is tied to both Policoro/Herakleia and Metaponto kiln-dump evidence; the Sisyphus Painter belongs to the early Apulian/Tarentine orbit in the late 5th century. Together they are better read as Atticizing skills entering local ateliers and thinner-competition markets, rather than as a one-route migration story (Trendall 1968/1983; Robinson 2014; Serino 2014/2022).雅典进入 "丰盛风格"：Meidias 画师（London BM E 224）在松弛人物上叠施附加白、黄与镀金浮雕。Pronomos 瓶（Naples 81673，约前 400，有签名）保存了一支羊人剧团。剧场图像盛行。前 404 年后陶匠区急剧收缩；白地 lekythos 在前 400 年前后退出葬礼语料。出口转向黑海（Kerch 风格）与 Adria。最早南意 RF 画手应按证据分层，而不是逐一钉在单个城市上：Pisticci 画师属于 Metaponto/Pisticci 轨道，最早 Lucanian RF 现在多放在前 5 世纪中叶前后；Amykos 画师同时牵涉 Policoro/Herakleia 与 Metaponto 窑址废土证据；Sisyphus 画师属于前 5 世纪晚期的早期 Apulian/Tarentine 轨道。它们合起来更应理解为仿阿提卡技艺进入本地作坊与低竞争市场，不是单线迁移故事（Trendall 1968/1983; Robinson 2014; Serino 2014/2022）。
▸ Deeper · canonical claim + named evidence
▸ Deeper · 典范陈述与具体证据
"From the end of the fifth century, with the virtual cessation of Attic imports as an aftermath of the defeat of Athens at the close of the Peloponnesian War in 404, the divergence from Attic becomes increasingly more marked."
Trendall, South Italian Vase Painting, 1968, p. 8.
▸ Named evidence · workshops, painters, sites
▸ 具体证据 · 工坊 · 画师 · 地点
▸Rich Style at Athens: Meidias Painter (BM E 224); added white, yellow, gilded relief. Pronomos Vase Naples 81673 c. 400 preserves a satyr-play cast.雅典进入"丰盛风格"：Meidias 画师（BM E 224）；附加白、黄与镀金浮雕。Pronomos 瓶 Naples 81673（约前 400）保留一支羊人剧团。
▸404 BCE: Kerameikos contracts sharply post-Peloponnesian War; white-ground lekythoi exit funerary use by c. 400.前 404 年：伯罗奔尼撒战败后陶匠区急剧收缩；白地 lekythos 在前 400 年前后退出葬礼语料。
▸Furtwängler 1893 (via Trendall 1968): the older canonical model links the new South-Italian fabric to Thurii in 443 BCE and treats the Pisticci and Amykos Painters' Attic stylistic ties as evidence for Greek origin and Athenian training. Later work keeps the Atticizing evidence but treats mobility as a network of painters, potters and local workshops.Furtwängler 1893（经 Trendall 1968）：旧的典范模型把南意新陶系与前 443 年 Thurii 奠基相连，并把 Pisticci、Amykos 画师与阿提卡风格的密切关系解释为希腊出身与雅典训练的证据。后来的研究保留“仿阿提卡”证据，但把流动理解为画师、陶工与本地作坊组成的网络。
▸Trendall 1983 / Robinson 2014: later site and chronology work makes the early map less tidy: Pisticci is best described through the Metaponto/Pisticci orbit, Amykos through Policoro-Herakleia plus Metaponto kiln evidence, and early Apulian production through a Tarentine orbit whose painter origins remain debated.Trendall 1983 / Robinson 2014：后续地点与年代研究使早期地图不再整齐：Pisticci 最稳妥地放在 Metaponto/Pisticci 轨道中，Amykos 要同时结合 Policoro-Herakleia 与 Metaponto 窑址证据，早期 Apulian 生产则处于 Tarentine 轨道内，但画师来源仍有争议。
▸Export pivots: Black Sea (Kerch style) and Adria replace Etruria as the principal markets.出口转向：黑海（Kerch 风格）与 Adria 取代伊特鲁里亚成为主要市场。
Trendall codifies five South-Italian fabrics: Lucanian (Pisticci, Amykos, Creusa, Dolon Painters), Apulian (Tarporley, Iliupersis, Lycurgus, Darius Painter: Naples 81947), Campanian (Revel, Parrish, CA Painters), Paestan (signed by Asteas and Python), Sicilian (Lipari Painter, polychrome on white-ground). The Apulian "Ornate" school under the Darius Painter (340s–320s) produces monumental volute-kraters with naiskos scenes for Italic markets — Ruvo, Ceglie del Campo, Canosa, Rutigliano. Gnathia overpainted ware (c. 350–300 BCE). Carpenter 2009 demolishes the assumption that South-Italian RF was Greek-for-Greeks: Italic Peucetian/Messapian tombs were the principal market. Atticizing black-gloss workshops at Manfria (Gela), Iasos (Caria), Priene (Ionia) — verified by Solard 2023's pXRF + SEM-EDS — show direct technology transmission via craft mobility.Trendall 将南意陶分为五大类：Lucanian（Pisticci、Amykos、Creusa、Dolon 画师）、Apulian（Tarporley、Iliupersis、Lycurgus、Darius 画师：Naples 81947）、Campanian（Revel、Parrish、CA 画师）、Paestan（由 Asteas 与 Python 署名）、Sicilian（Lipari 画师，白地多彩）。Darius 画师统领的阿普利亚"华丽派"（前 340–320）制作纪念性涡式克拉特尔，绘 naiskos 葬场景，专供意大利原住市场：Ruvo、Ceglie del Campo、Canosa、Rutigliano。Gnathia 上彩陶（前约 350–300）。Carpenter 2009 拆解了"南意 RF 即希腊人为希腊殖民地所作"的预设：意大利原住 Peucetian/Messapian 墓葬才是主要市场。Manfria（Gela）、Iasos（卡里亚）、Priene（伊奥尼亚）的仿雅典黑光工坊，Solard 2023 以 pXRF + SEM-EDS 证实，显示工艺通过工匠流动直接传播。
▸ Deeper · canonical claim + named evidence
▸ Deeper · 典范陈述与具体证据
"The unfounded assumption that Apulian red-figure vases were made by Greeks for colonial Greeks has diverted attention from the Italic people of Apulia who, in fact, provided the principal markets."
Carpenter 2009, AJA 113.1, p. 28.
Foundational chronologies
Coldstream 1968, Greek Geometric Pottery; Boardman 1998, Early Greek Vase Painting (11th–6th c. BCE); Boardman 2001, The History of Greek Vases; Cohen ed. 2006, The Colors of Clay; Oakley 2009, "State of the Discipline: Greek Vase Painting"; Arrington 2021, Athens at the Margins; Trendall 1982 / 1983 / 1991-92 (Apulian volumes and supplements); Solard 2023 (atticizing 4th c.).
III · Persons — Ancient, Antiquarian, Modern人物：古代、古物学、当代
The three documents share a roster of voices that you can hear in every tab. They divide into four generations: ancient signatories who left their names on the pots themselves, antiquarian and connoisseurial founders who built the discipline 1750–1950, technical-archaeologists who unlocked the chemistry from the 1920s on, and contemporary practitioners who replicate or model the industry today.三份文献共享一份贯穿始终的人物名单。可大致分为四代：古代署名者，将姓名留在陶罐之上；古物学与鉴赏学奠基者（1750–1950），建立学科；技术考古学家（自 1920 年代起），破解化学机理；当代实践者，复刻或建模产业。Four generations of voices: ancient signatories · antiquarians · technical archaeologists · contemporary practitioners. 四代人物：古代署名者 · 古物学奠基者 · 技术考古学家 · 当代实践者。
1. Ancient signatories & their painters古代陶工与画师署名
Kleitias & Ergotimos
c. 580–560 BCE · François Vase
Painter-and-potter signature pair on the volute-krater that defines mature black-figure narrative density. The pot itself names the division of labour.画师与陶工合作署名，所造高柄涡式克拉特尔（François 瓶）成熟黑绘叙事密度的范式；该瓶本身即明确分工。
Exekias
act. c. 550–525 BCE
Both potter and painter. Inscribed dipinti and incised signatures; mastery of incision-as-drawing peaks here. Often counterposed to RF as the "high BF" benchmark.兼擅陶与画。墨书与刻划署名俱在；将刻线推至素描般的精微。常被视为黑绘的"高峰参照"。
Amasis Painter
act. c. 560–515 BCE
Worked with the potter Amasis. Brilliant outline-with-added-colour; bridges BF expressivity into the moment RF emerges (von Bothmer 1985).与陶工 Amasis 合作。轮廓加附加色之巅峰；在 RF 诞生时刻架起 BF 表现力的桥梁（von Bothmer 1985）。
Andokides Painter / Lysippides Painter
act. c. 530–515 BCE · The "bilingual" experiment
The bilingual amphorae — same vase, one side BF, other RF — prove the new technique was a deliberate workshop innovation, not a different recipe of slip or clay."双面"安福拉同器双面分施 BF 与 RF，证明新技法是工坊内一次有意的革新，并不依赖另一种泥配方或陶土。
Euphronios · Euthymides · Phintias
act. c. 525–500 BCE · Pioneer Group
The first RF generation to fully exploit the inverted figure-ground. Relief-line drawing maturates; rivalry inscribed on the pots ("Euphronios never").完全发掘"反转图地"潜力的红绘首代。浮雕线技法成熟；陶罐上甚至直书互相竞争之语（"Euphronios never"）。
Volumetric figures; white-ground lekythoi (Achilles Painter) develop a parallel funerary medium that pushes the slip technology toward looser, brushable pigments.体积感人物；白地 lekythos（Achilles 画师）开辟与红绘并行的葬礼媒材，推动陶衣技术走向更松散、可刷涂的颜料。
Darius Painter (Apulian)
act. c. 340–320 BCE
South-Italian climax of RF: monumental volute-kraters with multi-figure mythology; Atticizing red-figure habits adapted across Taranto, Metaponto, Peucetia, and Daunia rather than a single Tarentine line.南意 RF 的高潮：纪念性涡式克拉特尔上的多人物神话叙事；仿阿提卡红绘习惯在塔兰托、Metaponto、Peucetia 与 Daunia 间被重新调整，不走单一塔兰托路线。
2. Antiquarians & connoisseurs古物学与鉴赏学奠基者
Comte de Caylus
1692–1765 · 卡尤斯伯爵
Seven-volume Recueil d'antiquités (1752–67). First to propose fire, not varnish, as the agent of Attic black gloss — over two centuries before the chemistry was confirmed.七卷本《古物汇编》（1752–67）。最早提出雅典黑光成自火、不成自清漆，较其化学证实早两个世纪。
Giovanni Morelli
1816–1891 · 莫雷利
Critical Studies of Italian Painters (Eng. 1891). The Morellian method — attributing painters by minute "morphological" details — is the methodological grandparent of Beazley's vase attributions.《意大利画家批评研究》（1891 英译）。"莫雷利方法"：以细微"形态"特征归属画师，是 Beazley 陶器归因法的方法学祖父。
Gisela M. A. Richter
1882–1972 · 里希特
Long Metropolitan Museum tenure. The Craft of Athenian Pottery (1923), Shapes & Names of Athenian Vases (1935), and the seminal "Accidental and Intentional Red Glaze on Athenian Vases" (1951). Re-orients vase study from connoisseurship to craft.长期任职大都会博物馆。著《雅典陶器的工艺》（1923）、《雅典陶器的形制与名称》（1935），及里程碑式《雅典陶器上的意外与有意红光》（1951）。将陶器研究从鉴赏学转向工艺学。
Charles F. Binns & A. D. Fraser
1929 · 宾斯与弗雷泽
The Genesis of the Greek Black Glaze — first modern successful replication at Alfred University; proves the three-phase firing hypothesis in the kiln.《希腊黑光的起源》：阿尔弗雷德大学首次现代成功复刻；以窑炉实验证明三阶段烧成假说。
Theodor Schumann
1942 · 舒曼
First fine-particle peptization protocol that reliably produced an Attic-quality gloss; the slip was identified as an "illitic colloidal fraction."首份可靠产出雅典级黑光的细颗粒胶溶方案；首次将陶衣鉴别为"伊利石胶体分馏"。
Sir John D. Beazley
1885–1970 · 贝兹利
ABV (1956), ARV² (1963), Paralipomena (1971). The painter-attribution corpus — the BAPD at Oxford — held ~ 86,000 entries when Stissi reported on it in 2020; Loy 2025 uses the same fixed input for the Monte-Carlo model. Every demographic estimate in the industry model is back-solved from this corpus.ABV（1956）、ARV²（1963）、Paralipomena（1971）。画师归因语料库，牛津的 BAPD：2020 年 Stissi 报告时约 86,000 条；Loy 2025 的蒙特卡洛模型沿用这一固定输入值。产业模型的人口估算皆由此语料库反推。
The Techniques of Painted Attic Pottery. Standardized the ORO (Oxidation–Reduction–Re-oxidation) terminology and an electric-kiln reconstruction that remains canonical.《彩绘雅典陶器的工艺》。规范ORO（氧化–还原–再氧化）术语；电窑复原方案沿用至今。
Michael S. Tite
1982, 2008 · 泰特
SEM/XRD survey establishing that Attic gloss is a vitrified illite slip, not a glaze; the foundation of all subsequent technical work.SEM/XRD 综合研究奠定：雅典黑光是玻化的伊利石陶衣，不是釉，一切后续技术研究的基础。
Y. Maniatis & E. Aloupi
1993, 2008, 2016, 2020 · 玛尼亚提斯与阿卢皮
Demokritos / THETIS Workshop. Helped define the fine-fraction black-coating model, selected low-Ca clay-paint sources, sub-0.3 µm finest fractions, and 800+ ORO firings reported through 2019.Demokritos / THETIS 工坊。界定细分馏黑色涂层模型、低钙陶衣原料选择、亚 0.3 微米最细分馏，并记录截至 2019 年超过 800 次 ORO 烧成。
Eleni Hasaki
2002, 2019, 2021 · 哈萨基
Ceramic Kilns in Ancient Greece; Potters at Work in Ancient Corinth (Penteskouphia pinakes). The community-of-practice model of the workshop and kiln.《古希腊陶窑》《古代科林斯的陶工》（Penteskouphia 陶板）。把工坊与窑炉理解为"实践共同体"。
Marie Walton & Apurva Mehta
2013, 2015 · 沃尔顿与梅塔
Synchrotron evidence that some RF vases were fired more than once — confirming the workshop's "repairability" hypothesis and reframing failure.同步辐射证据表明部分红绘陶器经历不止一次烧成，证实工坊"可修复"假说，并重新框定"失败"的概念。
Sanchita Balachandran
2019 · 巴拉昌德兰
"Bringing Back the Ancient Bodies." 11 firings, ~200 replicas at Baltimore Clayworks; reframed firing as a four-stage sensory protocol grounded in touch, sound, smell, sight.《把古代身体带回来》。在巴尔的摩工坊完成 11 次烧成、约 200 件复刻；将烧成重新表述为四阶段感官规程，触觉、听觉、嗅觉、视觉俱在。
Philip Sapirstein
2013, 2014, 2020 · 萨皮尔斯坦
Demographic recalculation of Athenian potters; specialist attribution rate of 8.2 vases/year; productivity clusters. Anchors most quantitative panels of Document II.雅典陶工人口学的重新计算；专业画师归因率 8.2 件/年；生产力聚类。文献 II 多数定量面板皆以此为锚。
Vladimir Stissi
2020 · 斯蒂西
"From Counting Pots to Counting People." Argues publication-bias correction (5–15% rate); reframes the question from output to staffing.《从数陶罐到数人》。提出 5–15% 的出版偏差校正；将提问从"产量"转向"工坊编制"。
Michael Loy
2025 · 罗伊
JHS: professional + part-time potter and painter modelling. Provides the seasonal calendar and optimistic two-firings-per-kiln-per-week scenario that the industry model uses.《JHS》新文：专业 + 兼职陶工与画师模型。为产业模型提供季节性日历与每窑每周两次烧成这一乐观方案。
Jeffrey M. Hurwit
2015 · 赫维特
Artists and Signatures in Ancient Greece — the corpus and the cultural meaning of "ho deina egrapsen / epoiesen" inscriptions.《古希腊的艺术家与署名》："某人画/某人作"题记的语料与文化含义。
John Boardman
1927–2024 · 鲍德曼
The Thames & Hudson handbooks (BF 1974, RF Archaic 1975, RF Classical 1989, History of Greek Vases 2001). The lingua franca of vase-painting in three languages.Thames & Hudson 系列手册（BF 1974，RF 古风 1975，RF 古典 1989，《希腊陶瓶史》2001）。陶绘研究的通用语。
James Whitley
contextual archaeology · 惠特利
Contextualist critique of Beazley's connoisseurship; argues for "find-spot" and assemblage as primary, attribution as secondary. Reframes the course's methodology session.对 Beazley 鉴赏学的语境主义批评：以"出土语境"与组合为先，归因为后。重构了课程方法论一课。
Key person-by-person references
Hurwit 2015, Artists and Signatures in Ancient Greece; de Grummond ed. 1997, Encyclopedia of the History of Classical Archaeology; Kurtz ed. 1989, Greek Vases: Lectures by Beazley; Morelli 1891, Critical Studies of Italian Painters; Richter 1923 (local PDF under 1924 additional-printing filename) / 1935 / 1951; Binns & Fraser 1929; Schumann 1942 (via Noble 1965); Noble 1965; Tite 1982; Maniatis, Aloupi & Stalios 1993; Aloupi-Siotis 2008 / 2020; Hasaki 2002 / 2021; Walton & Mehta 2013; Balachandran 2019; Sapirstein 2013 / 2014 / 2020; Stissi 2020; Loy 2025.
IV · Institutions, Workshops, Labs机构、工坊、实验室
"Institution" runs from the ancient Kerameikos and Corinthian Penteskouphia ridge — places where potters lived, dug clay, and signed dedications — to the modern laboratories where their products are sectioned, mapped, and recreated. The hub treats four classes of institution as continuous: ancient working quarters; modern museums and corpora; replication workshops; and the present teaching context (the Xinya mini-course and its industrial partners)."机构"一脉，从古代 Kerameikos 与科林斯 Penteskouphia 山脊，陶工聚居、掘土、献还愿物之地，一路延伸至当代实验室，陶器在此被剖切、测绘、重制。本中心将四类机构视为延续：古代制陶街区；现代博物馆与语料库；复刻工坊；及当下的教学语境（新雅小课及其工业合作方）。Four classes treated as continuous: ancient quarters · modern museums · replication workshops · teaching context. 四类机构视为延续：古代街区 · 现代博物馆 · 复刻工坊 · 教学语境。
The Kerameikos — Athens' potters' quarter陶匠区
Northwest of the Acropolis, hugging the Eridanos and the Dipylon Gate, the Kerameikos gave Athens its pottery and the Western world its word ceramic. Pliny's tradition (NH 35.151–2) and the archaeological record alike place the workshops and kilns at the city's edge — fuel piles, smoke, and waste were a fire risk in the dense astu. Loy 2025 quantifies the seasonal constraint: a 26-week April–September firing season, a medium-kiln capacity around 150 pots, and an optimistic two firing episodes per kiln per week scenario that implies roughly 90 kilns at the median output.
Two zones make up the modern Kerameikos archaeological site: the "Inner Kerameikos" inside the city walls (the actual potters' quarter, much of it now buried under the modern city) and the "Outer Kerameikos" outside the Dipylon, which was primarily funerary (the State Cemetery). Themistocles' wall (479/8 BCE) cut the quarter in two; the workshops migrated outward in the fourth century. The Eridanos stream provided water for clay-washing; prevailing northerlies carried kiln smoke away from the agora.
Fuel, storage, and seasonal evidence
Loy's seasonal-calendar model treats fuel, storage, firing, and shipping as linked constraints rather than independent variables. The public page therefore presents rural fuel storage as a working inference within that model, to be checked against the primary-text dossier, not as a closed quotation from Loy or from Demosthenes.
Demographic outer bound
Sapirstein 2013 derived 45 – 200 specialist painters at any given moment in the sixth-to-fourth century from the BAPD itself, using an AR of 8.2 vases per painter-year. Stissi's 2020 publication-bias correction raised the upper bound to 550 – 880+. Loy 2025 introduces a part-time / full-time mix that reconciles the two camps with the seasonal calendar.
Hasaki's kiln catalogue and workshop discussion support the Kerameikos as a peripheral craft quarter shaped by kiln fire-risk, water access, clay handling, and workshop clustering near the city edge.
Hasaki, Ceramic Kilns in Ancient Greece: Technology and Organization of Ceramic Workshops, PhD diss. Cincinnati 2002; cf. Balachandran 2019, p. 3 on workshop location, safety, and pollution.
Stissi starts from more than 86,000 Athenian figured pots in the digital Beazley Archive, estimates that the archive covers only about 5-15% of known material, and gives 1,000,000-2,000,000 pots per year as a fair working estimate for the main export period.
Stissi, V. V. "From Counting Pots to Counting People: Assessing the Scale of Athenian Pottery Production and Its Impact on Workshop Staff." In Hasaki & Bentz eds., Reconstructing Scales of Production in the Ancient Greek World, 2020, pp. 97-98.
Loy's model makes storage limits, firing season, market timing, and shipping cycles part of the same workshop-management problem; the fuel-storage point is retained here as model synthesis rather than a verbatim claim.
Loy, M. "Professional and Part-Time Potters and Painters: Modelling the Production of Athenian Black- and Red-Figure Painted Pottery." Journal of Hellenic Studies, 2025, esp. pp. 17-19.
Penteskouphia & the Corinthian pinakes潘特斯库菲与科林斯陶板
Above Corinth's Acrocorinth, a ridge sanctuary to Poseidon produced more than a thousand inscribed clay pinakes — votive plaques painted by Corinthian potters themselves between c. 650 and 550 BCE. They show the only ancient images we have of potters at work: throwing, decorating, loading kilns, and tending a kiln with an iron rod through the spy-hole. Hasaki 2021 reads this corpus as the visual archive of an ancient community of practice. Document III makes this the visual centre of Session 4: a workshop's test-piece (pinax) is simultaneously a religious offering, a quality-control tool, and a fragment of self-portraiture.
科林斯卫城上方山脊上的波塞冬圣所出土逾千件刻字陶板（pinakes），为公元前约 650–550 年间科林斯陶工亲手绘制的还愿物。它们是古代唯一一批陶工自画其工作的图像：拉坯、施彩、装窑、以铁棒透过观察孔操控烧成。Hasaki 2021 将该语料库读作一座"实践共同体"的视觉档案。文献 III 将此作为第四课的视觉核心：工坊测试片（pinax）同时是宗教献物、质量控制工具，以及一段自我肖像。
In Athens today, the Demokritos National Centre for Scientific Research and the affiliated THETIS workshop have, since the 1990s, established the laboratory standard for reproducing Attic gloss. Aloupi-Siotis 2020 reports more than 800 ORO firings by December 2019; the same research program, with Chaviara and Lühl, characterizes fine Fe-rich clay-paints, sub-0.3/0.33 µm finest fractions, and natural spontaneous dispersion in selected low-Ca Attic illitic clay deposits. The chaîne document's Pathways tab treats the THETIS recipe as one canonical experimental pathway; the course's Session 3 makes it the chemistry benchmark.
The chaîne document's "Zhang Lab" tab is the present hub's experimental partner: a Tsinghua-aligned Beijing workshop running the experiment on XRF-tested Gansu clay supplied by the 甘肃林家彩陶文化传承发展基地. The clay's CaO at 8.6 % is far above the low-Ca Attic clay-paint comparison set, which makes everything harder and changes the protocol: aggressive chemical deflocculation, longer sintering holds, careful management of the K₂O / CaO balance during the reducing phase. The Beijing institution is, in that sense, where every theoretical claim in the literature gets stress-tested against a non-Attic raw material.
文献 I 的"张氏实验室"标签即为本中心的实验合作方：一所与清华关联的在京工坊，使用甘肃林家彩陶文化传承发展基地提供并经 XRF 实测的黏土进行实验。该黏土 CaO 8.6%，远高于阿提卡低钙陶衣原料参照范围，使一切操作更困难，并改变了规程：必须使用激进的化学胶溶、更长的烧结保温、并在还原阶段精细管理 K₂O / CaO 平衡。从这个意义上说，在京工坊正是文献一切理论主张在非雅典原料上接受压力测试之地。
Tsinghua Xinya College & the mini-course as institution清华大学新雅书院与"小课"作为机构
Document III's six-session flow is itself an institutional artefact: a Xinya College "small lecture" (新雅小课) that brings the Athenian chaîne to undergraduates through a hybrid of reading-reports, replication protocols, and a final 5,000-word paper. The course flow is — quite literally — how the other two documents enter a teaching institution.
文献 III 的六课流程本身即一份机构产物：清华大学新雅书院"新雅小课"，通过读书报告、复刻方案与五千字结课论文的混合形式，将雅典工艺链带入本科课堂。其余两份文献即由该课程流程进入教学机构。
Institutional sources
Hasaki 2002, Ceramic Kilns in Ancient Greece; Hasaki 2021, Potters at Work in Ancient Corinth; Sparkes 1970, Athenian Agora XII: Black and Plain Pottery; Moore & Philippides 1986, Agora XXIII: Attic Black-Figure; Moore 1997, Agora XXX: RF & White-Ground; Aloupi-Siotis 2008, 2020 (THETIS / Demokritos); Stissi 2020 (workshop staffing); Rodriguez-Alvarez 2021 (Corinthian workshops).
V · Materials & Properties — The Iron-Phase Story材料与化学：铁相之故事
The single most important fact threading all three documents is this: the black surface is not a second black pigment. It is an ultra-fine, iron-rich clay-paint that vitrifies during firing, while the body remains porous. Earlier summaries often describe this as a refined fraction of the same clay system; Chaviara and THETIS refine the point by showing that high-quality Attic BG commonly required separately selected, low-Ca clay-soil sources for the paint. After re-oxidation, the porous body re-admits oxygen and turns red again; the vitrified coating is gas-tight and keeps reduced iron phases trapped as black magnetite or hercynite.贯穿三份文献最关键的事实是：黑色表面是在烧成中玻化的超细、富铁陶衣，并不属第二种黑色颜料；坯体则保持多孔。早期综述常把它概括为同一黏土体系的细分馏；Chaviara 与 THETIS 的研究进一步表明，高质量阿提卡黑光往往需要另行挑选低钙陶衣黏土来源。再氧化阶段，多孔坯体重新进氧而回红；玻化陶衣气密，因而把还原态铁相封锁为黑色磁铁矿或铁铝尖晶石。Not a black pigment: a selected ultra-fine clay-paint vitrifies while the porous body re-oxidizes. 并非黑色颜料：经选择的超细陶衣玻化，坯体则多孔并再氧化。
Color depends on iron oxidation state, crystal phase, particle size, and vitrification, not on a separate black pigment. The strongest recent source studies add a second constraint: the best Attic clay-paints are selected low-Ca materials, not just any body-clay fraction.颜色取决于铁的氧化态、晶相、粒度与玻化程度，并无另加的黑色颜料。近年原料研究还加入第二个限制：最好的阿提卡陶衣是经选择的低钙材料，并非任意坯体黏土的细分馏。— Document I, revised against Chaviara 2014 and Aloupi-Siotis 2020 / 据 Chaviara 2014 与 Aloupi-Siotis 2020 校正
Iron-phase chemistry — the engine铁相化学：技艺的引擎
In the kiln, hematite (α-Fe₂O₃, red, Fe³⁺) and magnetite (Fe₃O₄, black, mixed Fe²⁺/Fe³⁺) toggle with the atmosphere. Oxidation (open dampers, full air, < 950 °C) keeps everything as red hematite. Reduction (kiln sealed, fuel choking the air, ~ 900 °C) strips oxygen and converts hematite → magnetite; with Al-rich slip it goes further to hercynite (FeAl₂O₄). Re-oxidation reopens the dampers and the coarse porous body re-oxidizes to red, while the vitrified slip stays sealed and stays black. Lühl et al. 2014 (confocal-XANES) showed the optimal Fe(III)/Fe(total) ratio for a "good black" is ~ 20 %.
The thermodynamic accident on which the entire technique depends is that the magnetite ↔ hematite equilibrium in iron-rich clay sits right around 900 °C, well within the range achievable in a wood-fired updraft kiln. Below 750 °C iron-phase changes are too slow to matter; above ~ 1000 °C the kiln body itself begins to vitrify. The ~ 100 °C operating window between vitrification onset of the slip (~ 850 °C, K-Al-Si flux) and slumping of the body (~ 1050 °C, Ca-bearing) is the technical sweet spot.
Why the body re-oxidizes but the slip does not
The body is mostly > 2 µm particles with abundant inter-grain porosity; oxygen diffuses through it in minutes during cooling. The slip is sub-330 nm particles whose K₂O flux has welded them into a continuous glass at ~ 850 °C, sealing the trapped Fe²⁺ phases (magnetite, hercynite). Once the glass forms, the kinetics of oxygen diffusion are slower than the cooling rate by orders of magnitude — the dark phase is trapped indefinitely (Maniatis & Aloupi 1993, fig. 6).
The Lühl et al. 2014 confocal-XANES verification
Synchrotron confocal-XANES, applied to modern THETIS replicas and to ancient sherds, allows non-destructive mapping of the Fe(III)/Fe(total) ratio across body, slip, and the interface between them. Lühl et al. report a Classical Kerameikos black-gloss sherd at about 20 % Fe(III), and the best modern finest-fraction ORO specimens in the 20-30 % band; higher Fe(III) values belong to less fully reduced or re-oxidized surfaces.
Aloupi-Siotis links gloss colour to iron phases, firing atmosphere, clay-paint preparation, and the practical control of ORO firing; the operator-feedback phrasing here is page synthesis, not a sentence quoted from the article.
Aloupi-Siotis, E. "Recovery and Revival of Attic Vase-Decoration Techniques." In Lapatin ed., Papers on Special Techniques in Athenian Vases, 2008, pp. 113-28.
Lühl et al. measure the Classical Kerameikos black-gloss sherd at about 20 % Fe(III), and show that the best modern finest-fraction ORO reproductions fall around 20-30 % Fe(III); less reduced specimens rise into higher Fe(III) ranges.
Lühl, L. et al. "Confocal-XANES and the Attic Black Glaze: The Three-Stage Firing Process through Modern Reproduction." Analytical Chemistry 86, 2014, pp. 6928-30, tables 3-4.
Maniatis, Aloupi and Stalios established that blackness is not a separate pigment effect: grain size, vitrification and iron phases are decisive. Later Chaviara/THETIS source studies refine the model by separating the selected low-Ca clay-paint from ordinary vessel-body clay.
Maniatis, Y., Aloupi, E., & Stalios, A. D. "New Evidence for the Nature of the Attic Black Gloss." Archaeometry 35.1, 1993; Chaviara 2014, pp. 63–64; Aloupi-Siotis 2020, pp. 5, 8, 13.
Illite, levigation, and the "ultra-fine fraction"伊利石、水洗淘选与"超细分馏"
The best Attic black coatings use illitic, Fe-rich, low-Ca clay-paints whose finest particles concentrate iron oxides and potassium-bearing layer silicates. The potter exploits this by levigation: selected clay-paint is dispersed in water, spontaneously in some low-Ca Attic deposits; coarse particles settle quickly, while the finest fraction stays in suspension. In the THETIS/Lühl/Chaviara line of work that finest fraction is described at sub-0.3/0.33 µm scale. At ~ 850–900 °C its K₂O acts as a flux and welds it into a continuous vitrified film 10–40 µm thick (Maniatis & Aloupi 1993; Tite 1982; Jones 2021).
High CaO is the practical enemy of Attic-style black coatings: it weakens spontaneous dispersion and pushes firing toward calcium-alumino-silicate phases that compete with the desired potassium-alumino-silicate glass. Chaviara's best-performing Attic clay-paints are very low in CaO (often below 1 % in the tested finest fractions); the XRF data behind the chaîne document put the Gansu clay at 8.634 % CaO, far outside that low-Ca comparison set. This single number drives almost every adaptation in the Zhang Lab protocol: aggressive deflocculation, longer sintering holds, careful temperature control on the cooling ramp, and a narrower reduction window. Document I's failure atlas and Zhang Lab tab are essentially a CaO-mitigation playbook.
高 CaO 是阿提卡式黑色涂层的实际难题：它削弱自发分散，并在烧成中推动钙铝硅酸盐相形成，与目标钾铝硅酸盐玻璃竞争。Chaviara 测得的最佳阿提卡陶衣黏土 CaO 极低（测试的最细分馏常低于 1%）；文献 I 所用 XRF 数据给出甘肃黏土 8.634% 的 CaO，远离这一低钙参照范围。这一数字决定了张氏实验室规程几乎所有调整：激进胶溶、更长保温、降温斜率严控、还原窗口更窄。文献 I 的"失败图谱"与"张氏实验室"两标签，本质上是一份 CaO 应对手册。
K-Al-Si glasses (the desired phase) form near 850 °C and have low viscosity at firing temperatures — they wet sub-µm particles into a continuous film. Ca-Al-Si phases (anorthite, gehlenite) form at slightly higher temperatures (920–1000 °C) and crystallize as crystals rather than glass: they nucleate, grow, and disrupt the slip's continuity. With high CaO, you get either a porous "matte" slip (insufficient glass) or visible micro-cracks (over-crystallization).
The XRF values driving Zhang Lab
The Gansu clay XRF (from the Ma Heimai intangible-heritage workshop, tested at the Xi'an Institute of Modern Chemistry): SiO₂ 54.90 %; Al₂O₃ 20.90 %; CaO 8.634 %; Fe₂O₃ 6.236 %; K₂O 3.207 %; MgO 3.76 %. Compared to the low-Ca Attic clay-paint candidates identified by Chaviara and THETIS (the best tested finest fractions are often < 1 % CaO), the Fe and K are workable; CaO is the outlier. MgO at 3.76 % is also elevated and may produce a secondary spinel phase.
Mitigation strategies in the chaîne Zhang Lab tab
(a) Aggressive chemical deflocculation using sodium hexametaphosphate to overcome the loss of spontaneous dispersion; (b) longer levigation to push particle size to < 0.8 µm; (c) extended sintering hold at 880–910 °C to drive K-Al-Si glass formation before Ca-phases crystallize; (d) shorter, sharper reduction (20–25 min rather than 30–40) to limit hercynite formation, which is destabilized in Ca-rich systems; (e) slower controlled cooling to suppress thermal-shock micro-cracking in the now-Ca-bearing glass.
Chaviara and Aloupi-Siotis identify the best-performing Attic clay-paints as selected, Fe-rich, very low-Ca clay-soils; Chaviara 2014 reports CaO below 1 % in the tested finest fractions that produced the best black-gloss surfaces.
Chaviara 2014, pp. 63–64; Aloupi-Siotis 2020, pp. 5, 8.
Chaviara, Aloupi-Siotis and Jones treat Noble's sodium hexametaphosphate route as a modern replication convenience: phosphate additives would leave detectable Ca-phosphate/P₂O₅ signatures, while ancient Attic black-gloss evidence points instead to selected low-Ca clay-paints and levigation.
Chaviara, Aloupi-Siotis & Siotis 2016, pp. 2–3; Jones 2021, pp. 96–98.
The Zhang Lab XRF panel records Gansu clay with SiO₂ 54.90 %, Al₂O₃ 20.90 %, CaO 8.634 %, Fe₂O₃ 6.236 %, K₂O 3.207 %, MgO 3.760 %, and Na₂O 1.040 %. Its CaO level is far above the low-Ca Attic clay-paint comparison set and explains the protocol's deflocculation and firing-control burden.
Xi'an Institute of Modern Chemistry, XRF report (technician Gao Langhua); reproduced in chaîne document XRF panel.
VI · The Chaîne Opératoire — A Shared Spine工艺链：共同的脊梁
"Chaîne opératoire" — a French ethno-archaeological term Leroi-Gourhan brought into prehistoric stone-tool study and André Leroi-Gourhan's students into ceramic work — names the chain of operations from raw material to discarded sherd. All three documents are organized around it, at different resolutions: Document I lays out every step; Document III enacts six steps as classroom sessions; Document II re-aggregates the steps into person-hours and ships."Chaîne opératoire" 本是 Leroi-Gourhan 引入史前石器研究的法语民族考古学术语，其后弟子将其扩展至陶器，指从原料到弃置陶片的整条操作链。三份文献皆以此为骨：文献 I 列出每一步骤；文献 III 将六步演化为六次课程；文献 II 将各步骤重新聚合为人时与商船。Three documents organize around the same chain at three resolutions: full atlas · classroom · person-hours. 三份文献以同一链条三种分辨率组织：全图 · 课堂 · 人时。
1. Clay procurement → preparation取土 → 制泥
From source pit to plastic ball: weathering, tempering, dewatering, and the critical separation into body (coarse, ~ > 2 µm) and slip (fine, < 330 nm). Document I treats this as the first decision point; the chemistry section explains why the body must remain porous and the slip must vitrify.
从矿坑到可塑泥团：风化、调配、脱水，以及关键的坯体（粗，约 > 2 µm）与陶衣（细，< 330 nm）分馏。文献 I 将此视为首个决策节点；化学一章解释为何坯体须多孔而陶衣须玻化。
Throwing on a kick-wheel, leather-hard turning (the inverted scraping that gives Attic shapes their characteristic crispness), and assembly of foot, handles, and lid. Hasaki 2019's "potters and their wheels" reconstructs the body-knowledge of the operation; the course's Session 4 takes pinakes-as-test-pieces as the first hands-on object.
Painters work on the leather-hard surface. Document I's Pathways tab parses the technique into three sequential strokes: relief line (raised, high-solids slip applied with a single hair brush — Noble's syringe hypothesis is now disproved by RTI experiments), contour line, then background. Dilute washes (the same slip, simply more water) produce the tonal gradations the Berlin Painter and his peers exploit.
画师在皮革硬态表面施作。文献 I 的"实验路径"将技法拆解为三笔顺序：浮雕线（高黏度陶浆以单发笔提起施作；Noble 的注射器假说已被 RTI 实验否决）、轮廓线、然后背景。稀释陶浆（同一陶泥，仅水更多）产生柏林画师等所用的色调过渡。
An updraft kiln, a combustion chamber, a perforated grate, a firing chamber. Approximately 8 hours of oxidation; 20–40 minutes of reduction (only 4–9 % of total firing time, in Balachandran's account); then re-oxidation as the kiln cools. The pyrometers are the potter's own senses — see "Kiln & Sensory" below.
5. Quality control — test pieces & possible re-firing质量控制 — 测试片与可能复烧
A spy-hole in the kiln wall lets the potter pull pinakes-shaped test pieces with an iron rod and read the slip's state. Walton & Mehta 2013 confirm some RF pots went back into the kiln, sometimes more than once — visually indistinguishable from single-firing success.
6. Distribution — kiln-side & over the sea流通 — 出窑与海运
From workshop to harbour to ship. Document II's Logistics panel uses a conservative month-scale Athens-to-Etruria voyage parameter and a constrained April–September sailing window to model the throughput required at the workshop end. The point at which the chaîne leaves the kiln is the point at which the industry model takes over.
由工坊至港口至商船。文献 II 的"物流"面板采用保守的月尺度"雅典—伊特鲁里亚"航行参数和 4 月—9 月的可航季窗口，以反推工坊端所需的产量。工艺链离窑之时，即产业模型接力之时。
VII · Decoration — BF, RF, and the Inverted Logic装饰：黑绘、红绘与反转图地
Black-figure and red-figure are the same chemistry on opposite logical sides of the figure/ground line. In BF the painter adds slip to make figures; the unslipped background turns red. In RF the painter reserves the figures (leaves them unpainted) and slips the background; figures emerge as red against black. The chemistry doesn't change; the drawing operation inverts.黑绘与红绘是相同化学在图与地两侧的镜像。BF 中，画师以陶衣添画人物，未涂部分烧后转红；RF 中，画师留白人物（不施陶衣）并以陶衣涂满背景，人物在黑底中以红色显现。化学不变，绘画动作反转。
The "bilingual" amphorae — proof of identity"双面"安福拉：同一性的证据
Around 530 BCE the Andokides Painter / Lysippides Painter pair produced amphorae with one side black-figure and the other red-figure on the same body. Same potter (Andokides signed several as epoiesen), same kiln, same body fabric, same black coating system — only the figure-ground logic differs. These "bilinguals" are the empirical foundation of the chemistry argument in Document I: the technique change is conceptual and graphic, not a switch to a black pigment.
Around twenty bilingual amphorae and one cup survive. The canonical exemplars include the Munich amphora 2301 (Herakles and Athena, RF + BF), the Boston amphora 01.8037 (Ajax and Achilles dicing, RF + BF), and the Louvre F 204 (Herakles). The RF face is invariably by the Andokides Painter; the BF face is by the Lysippides Painter, traditionally treated as a separate hand though Beazley left open the possibility they are the same person at two phases of his career.
Why this matters technically
Because both sides of a bilingual amphora were fired in the same kiln in the same cycle on the same body, the bilinguals are a controlled experiment: any chemical or thermal difference between the BF black and the RF black would betray a recipe difference. Modern analysis (Mirti 2004; Walton & Mehta 2015) finds no compositional difference: identical Zn-trace fingerprints, identical Fe(III)/Fe(total) ratios. The bilinguals are therefore the strongest possible empirical case that BF and RF are the same chemistry inverted.
And why it matters historically
The bilingual moment is the only datable transition in Greek vase-painting where the conceptual leap (figure-ground inversion) can be seen happening on individual objects in real time, by a single workshop, around 530 BCE. It marks the conceptual birth of RF and the beginning of the painter-centred (rather than potter-centred) attribution culture that Beazley would later systematize.
The bilingual amphorae of the Andokides Painter make the black-figure / red-figure shift a controlled comparison: same vessel body, same firing event, and the same black-coating technology, with the figure-ground assignment reversed.
Cohen, B. The Attic Bilingual Vases and their Painters. New York: Garland, 1978, p. 12.
Cohen argues for separate Andokides and Lysippides painters in the bilingual amphorae, while Walton and Mehta's Zn-trace work supports technical continuity in Attic black gloss. The controlled-comparison language is therefore source-backed synthesis, not a Walton quotation.
Cohen 2006, pp. 19-22; Walton, Trentelman, Cianchetta, Maish, Saunders, Foran & Mehta, "Zn in Athenian Black Gloss Ceramic Slips." Journal of the American Ceramic Society 98.2, 2015, pp. 430-36.
The relief line — RF's signature stroke浮雕线 — 红绘的标志笔触
RF is impossible without the relief line: a raised ridge of high-solids slip, applied with a single-hair brush in two motions — a vertical lift for short bumps, a dragging move for long boundary lines. Noble's syringe hypothesis is now ruled out (RTI imaging shows the geometry of a brushed deposit, not an extruded one; Walton, Trentelman & Mehta 2013). High Classical painters — Berlin Painter, Achilles Painter — use this stroke to draw anatomy, drapery folds, and the contour of every figure.
A small palette beyond black and red: miltos (red ochre) burnished into the slipped surface to deepen reds; added white from kaolinitic slip for women's flesh or details; added purple from manganese or iron-rich pigments for hair, blood, or beard. The white-ground lekythoi of the Achilles Painter develop a parallel funerary medium (c. 470–425 BCE): thin white slip + polychrome pigments fired below the gloss-vitrification temperature so they don't blacken.
Decoration / iconography
Beazley 1986 and Moore & Philippides 1986 (Attic BF); Boardman 1975 and Moore 1997 (Attic RF / white-ground); Cohen 2006, Colors of Clay; Oakley 2014, Athenian Potters and Painters III; Oakley 2020, Scenes of Daily Life; Hedreen 1992 (silens in BF); Curti 2018 (subsidiary decoration on Apulian); Trendall 1982 / 1983 / 1991-92 (Apulian / South Italian); Görkay 2020 (Sinope finds).
VIII · The Kiln & Sensory Knowledge窑与感官经验
No thermocouples. No optical pyrometers. The potter judges peak temperature, atmosphere, and the moment to begin reducing by seeing flame colour, hearing the crackle and roar, smelling the acrid reducing smoke, touching the kiln wall. Balachandran 2019 was the modern intervention that re-validated this sensory protocol: 11 firings and ~ 200 replicas at Baltimore Clayworks produced a four-stage embodied firing chart that has since reshaped how chemistry papers describe the process.没有热电偶，没有光学测温。陶工以"看"火焰之色、"听"噼啪与呼啸、"嗅"还原浓烟、"触"窑壁，来判断峰值温度、气氛与起还原之时刻。Balachandran 2019 是再次正名这一感官规程的当代干预：在巴尔的摩工坊完成 11 次烧成、约 200 件复刻，给出"四阶段身体化"烧成图，此后重塑了化学论文对该过程的描述。
During reduction the vessels themselves are hidden, so the firing has to be read through embodied cues: sound, heat, smoke, smell, touch, flame behaviour, and the timing of a short reducing interval inside the longer ORO sequence.还原阶段器物本身不可见，烧成只能通过身体化线索判读：声音、热感、烟、气味、触觉、火焰状态，以及长时段 ORO 流程中短促还原窗口的把握。Source-backed synthesis · Balachandran 2019, especially the eleven-firing / c. 200-replica sensory protocol
Updraft kiln structure升焰窑结构
Combustion chamber → perforated grate → firing chamber → vent. Hasaki 2002 catalogues 91 excavated specimens of the updraft type; the Penteskouphia pinakes show the operator using a long iron rod to manipulate test pieces through the spy-hole. The course's Session 6 walks through the physical geometry; the chaîne's Sensory Guide gives the operator's-eye view.
Heating (oxidation): light crackle becomes a roar; orange sparks erupt at vents; kiln-wall touch goes from warm to "cannot hold." Reduction: close dampers, throw in green wood or organics; acrid smoke replaces clear flame; flame colour goes from cherry-orange to dull ruby. Re-oxidation: open dampers; flame brightens; the smoke clears; the kiln "breathes."
Failure is a class of evidence, not the absence of it. The chaîne document's Failures tab catalogues the failure modes (under-reduction → grey-brown patches; over-reduction → bloated bodies; insufficient vitrification → re-oxidized brown slip; CaO-driven crawl). The industry model treats survival-rate sensitivity — 0.25–1.0 % in the Sapirstein / Stissi / Loy debate, with Cook 1959 discussed through Sapirstein — as a quantitative consequence of those failures. The course makes failure a curriculum object by using the material-evidence point that some red-figure vessels could be fired more than once and still read visually as successful products.失败是一类证据，不是证据之缺。文献 I 的"失败图谱"按类分编（还原不足 → 灰棕斑；过还原 → 坯体鼓泡；玻化不足 → 再氧化后陶衣转棕；CaO 驱动的爬釉）。文献 II 把存活率敏感性（Sapirstein / Stissi / Loy 论争中的 0.25–1.0%；Cook 1959 由 Sapirstein 转述进入讨论）当作上述失败的定量后果。课程则将"失败"列为教学对象：部分红绘器物可能经历一次以上烧成，而视觉上仍可作为成功器物被理解。
The four failure quadrants失败四象限
Document I groups failures into four interacting causes: chemical (CaO competition, insufficient iron, wrong K/Ca ratio); thermal (peak temperature too low for vitrification, too high for control); atmospheric (reduction window mis-timed, dampers too leaky); physical (bloating from over-firing, cracks from differential drying, post-firing dunting). Almost every named ancient kiln "stack" loss shows two or three of these failures at once.
文献 I 将失败归为四类相互作用：化学（CaO 竞争、铁不足、K/Ca 比例失衡）；热学（峰温过低不玻化或过高失控）；气氛（还原窗口失时、风口过漏）；物理（过烧鼓泡、不均干燥开裂、烧后温差崩裂）。几乎所有有名号的古代"堆烧损失"都同时显示其中两三种。
Document II is where the chaîne stops being one pot and starts being an industry. The BAPD lists ~ 86,000 attributed vases in Stissi 2020 and in Loy 2025's fixed model input; back-solving the survival rate, publication rate, and attribution rate yields the deep-time production volume. Sapirstein 2013 estimates a specialist attribution rate of 8.2 vases/painter-year; Stissi 2020 broadens this to staffing rather than headcount; Loy 2025 introduces a part-time / full-time mix that reconciles BAPD with the seasonal calendar and kiln-firing frequency.文献 II 是工艺链从"一件陶器"上升为"一个产业"的所在。Stissi 2020 与 Loy 2025 的模型输入均按 Beazley BAPD 约 86,000 件归因陶处理；反推存活率、出版率、归因率即可得到长时段产量。Sapirstein 2013 估计专业画师归因率为 8.2 件/人·年；Stissi 2020 将之扩展至工坊编制（不按头数计）；Loy 2025 引入兼职/全职配比，使 BAPD 与季节性日历及窑炉烧成频率达成协调。
Counting the painters画师数：从陶罐到人
Painters = BAPD ÷ pub% ÷ survival% ÷ AR. With 86 k BAPD vases (Stissi 2020; also Loy 2025's fixed input), 5–15 % publication, 0.25–1 % survival, and AR ≈ 8.2 vases/yr, painter counts converge on Sapirstein's 45–200 simultaneous specialists; Stissi's revised pub-rate widens this to 550–880+ at peak. Survival rate cancels from the painter count (it appears in numerator and denominator), so painter estimates are quantitatively more robust than production estimates.画师数 = BAPD ÷ 出版率 ÷ 存活率 ÷ AR。以 86,000 件 BAPD（Stissi 2020；亦为 Loy 2025 的固定输入）、出版率 5–15%、存活率 0.25–1%、AR ≈ 8.2 件/年代入，画师数收敛于 Sapirstein 之 45–200 同时专业画师；Stissi 修正后的出版率将峰值推至 550–880+。存活率在画师数中代数式相消（出现在分子与分母），故画师估算较产量估算更稳健。
The Sapirstein–Stissi controversy in one paragraph
Both authors use the same identity (Painters = BAPD ÷ pub% ÷ survival% ÷ AR) but plug in different numbers. Sapirstein 2013/2014 works from a 0.5–1.0 % Panathenaic-amphora recovery ratio, with Bentz 1998 in the source chain for the Panathenaic corpus; Stissi 2020 shifts the stress to publication bias, arguing that the Beazleyan corpus represents only a minute fraction of original output. The estimates diverge not because the data are weak but because survival, publication, and attribution parameters compound multiplicatively.
Why the AR of 8.2 vases / painter / year
Sapirstein measured AR by counting all known vases by major painters with long careers (Berlin Painter, Achilles Painter, Makron, etc.) and dividing by working-life estimates. The 8.2 figure is the median; the distribution is right-skewed because a few prolific hands (Haimon Painter for late BF, with 600 attributed lekythoi) pull the mean up to 12+. The "specialist" qualifier is critical: anonymous mass-production hands ("manner of") fire well above 8.2, but Beazley's named painters cluster around it.
Loy's reconciliation: full-time + part-time
Loy 2025 argues neither Sapirstein's painters-only nor Stissi's all-staff model is right, because the BAPD itself is an attribution corpus: it counts decorating hands, not potting hands. Loy tests low, mid, and high painter cohorts (45-70, 100-125, 175-200) and argues that some painters must work year-round while potters or other workshop bodies can shift into painting outside the firing months. The Athenian Industry model's Labor panel implements this as a feasibility scatter.
Sapirstein defines attribution rate as the average number of extant works attributed to a painter per career-year; prolific painters cluster around 8.2 attributed vases per year, making the rate a basis for later workforce calculations.
Sapirstein, P. "Painters, Potters and the Scale of the Attic Vase-Painting Industry." AJA 117.4, 2013, pp. 493-508, esp. pp. 494-97.
Stissi argues that the Beazleyan corpus and the published corpus are much larger than Sapirstein's working dataset, so the divergence between their workforce estimates turns on corpus completeness, publication bias and how minor hands are counted, not on a single new object class.
Stissi, V. V. "From Counting Pots to Counting People: Assessing the Scale of Athenian Pottery Production and Its Impact on Workshop Staff." In Hasaki & Bentz eds., Reconstructing Scales of Production in the Ancient Greek World, 2020, pp. 97-108, esp. 104-105.
Loy's Monte-Carlo/chaîne model tests low, mid, and high painter cohorts against annual painting hours, firing season, potting season, storage, and shipping cycles; the hub summarizes that argument as a full-time-plus-part-time labour model rather than a quoted numerical threshold.
Loy, M. "Professional and Part-Time Potters and Painters: Modelling the Production of Athenian Black- and Red-Figure Painted Pottery." JHS, 2025, pp. 9-10 and 17-19.
Labour — free, mixed, and the slave question劳工：自由、混合与"奴隶问题"
The Labor panel reads the seasonal calendar (Loy 2025): firing season April–September, ~ 26 weeks; fuel gathering autumn/spring; painting year-round. Days "free" vs. "mixed" (i.e., free + slave) shift the labour budget; the model traces the implications without ascribing motive. Hurwit 2015 reads the signature corpus alongside this: "epoiesen" sometimes names a slave-owner, not the labourer's hand.
Logistics, ships, and the Etruscan market物流、商船与伊特鲁里亚市场
For Etruria-bound exports, firing and selling are seasonal logistics problems: workshops need accumulated stock before the fair-weather sailing season, and shipment timing constrains any failure-rate model. The Logistics panel keeps voyage length and cargo size as adjustable assumptions; Document I's Key Issues tab treats failure rate, output, and shipment timing as linked rather than independent variables.
对销往伊特鲁里亚的陶器而言，烧成与销售本身就是季节性物流问题：工坊需在可航季之前积累库存，装船时间也会约束任何失败率模型。"物流"面板将航程长度与船货容量保留为可调参数；文献 I 的"关键问题"标签则把失败率、产量与运输时点视为相互联动的变量，不视为彼此独立。
Industry & economy references
Cook 1959 (early workforce/trade estimate, via Sapirstein 2013 / 2020); Bentz 1998 (Panathenaic survival-rate baseline, via Sapirstein 2014 / Loy 2025); Sapirstein 2013 / 2014 / 2020; Stissi 2020 (counting people); Loy 2025 (JHS, professional + part-time potters); Bundrick 2019 (Athens/Etruria market); Morton 2001 and Leidwanger 2020 (Mediterranean seafaring/logistics constraints); Hurwit 2015 (signatures + slavery); Arrington 2021 (Athens at the Margins — context of demand); Carpenter 2003 (native Apulian market for RF); Schierup 2014 (regional production); Giudice 2022 / 2023 (Attic imports into Apulia).
XI · Pedagogy & Replication教学与复刻
Document III is the place where the other two documents acquire students. The six-session flow stages each technical step as a teachable object, frames each with a reading-report assignment, and culminates in a 5,000-word paper. The "manual supplement" column running through each session is the seam where the Beijing-feasible adaptation lives — the place where the Attic recipe meets the Gansu clay.文献 III 是其他两份文献得以拥有学生的所在。六课流程将每一技术步骤分别置为可教对象，配以读书报告作业，并以五千字大作业收尾。每课"手册补充"栏正是在京可行改造的缝隙，雅典配方与甘肃黏土相遇之处。
30 % reading reports / assignment design × 3; 30 % seminar participation; 40 % final 5,000-word paper. The reading list interleaves Boardman, Noble, Aloupi-Siotis, Balachandran, Hasaki, Jones — i.e., the same authors who populate Document I's Sources tab and Document II's Bibliography panel.
30% 读书报告/作业设计 × 3；30% 研讨参与；40% 结课论文（约 5000 字）。阅读书目穿插 Boardman、Noble、Aloupi-Siotis、Balachandran、Hasaki、Jones，恰即文献 I 的"参考文献"与文献 II 的"参考书目"面板中所列同样的作者。
XII · Cross-Walk Matrix互参矩阵
A single grid showing — for each of the ten threads above — exactly which tab / panel / session of each companion document carries the load. Click any cell to open that document at that anchor.下表对前述十条主线，逐一列出三份文献中具体承载该主线的标签 / 面板 / 课次。点击任一单元可在锚点处打开对应文献。
The hub draws on a working bibliography whose local-copy coverage is checked in the audit layer against Documents/general knowledge and Documents/epidoc. The list below groups the bibliography by thread; filename-level coverage is not the same as page-level verification.本中心参用一套工作文献目录；其本地副本覆盖度由审计层据 Documents/general knowledge 与 Documents/epidoc 核对。下列按主题分组列出文献；文件名层面的覆盖并不等同于逐页核验。
Foundational handbooks 综合手册
1965 Noble · The Techniques of Painted Attic Pottery
1968 Coldstream · Greek Geometric Pottery
1997 Cook · Greek Painted Pottery
1998 Boardman · Early Greek Vase Painting 11th–6th c.
2001 Boardman · The History of Greek Vases
2002 Clark · Understanding Greek Vases
2006 Cohen ed. · The Colors of Clay
2009 Oakley · "State of the Discipline: Greek Vase Painting"
2020 Oakley · Scenes of Daily Life on Athenian Vases
Black gloss / chemistry / technology 黑光与陶瓷技术
1924 Richter · The Craft of Athenian Pottery
1929 Binns & Fraser · "The Genesis of the Greek Black Glaze"
1951 Richter · "Accidental & Intentional Red Glaze"
1959 Naudé · "Glaze Technique of the Attic Vase"
1982 Tite · "High-Gloss Finishes on Greek Attic & Roman Samian"
1993 Maniatis, Aloupi & Stalios · "New Evidence on Attic Black Gloss"
2001 Tang · "Synchrotron XRD on Attic Black-Gloss Sherds"