Triple

T11114689
Position Surface form Disambiguated ID Type / Status
Subject Christopher Ehret E262854 entity
Predicate notableWork P4 FINISHED
Object An African Classical Age: Eastern and Southern Africa in World History, 1000 BC to AD 400
An African Classical Age: Eastern and Southern Africa in World History, 1000 BC to AD 400 is a scholarly historical study by Christopher Ehret that reconstructs the political, economic, and cultural developments of eastern and southern Africa in the first millennium BC through late antiquity, situating the region within broader world history.
E905170 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: An African Classical Age: Eastern and Southern Africa in World History, 1000 BC to AD 400 | Statement: [Christopher Ehret, notableWork, An African Classical Age: Eastern and Southern Africa in World History, 1000 BC to AD 400]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: An African Classical Age: Eastern and Southern Africa in World History, 1000 BC to AD 400
Context triple: [Christopher Ehret, notableWork, An African Classical Age: Eastern and Southern Africa in World History, 1000 BC to AD 400]
  • A. Classis Africana
    Classis Africana was a Roman imperial fleet responsible for protecting sea routes and transporting grain and troops between North Africa and Italy.
  • B. The Challenge of Africa
    The Challenge of Africa is a political and sociological study of post-colonial African development and governance written by Ghanaian scholar and statesman Kofi Abrefa Busia.
  • C. A History of Egypt
    A History of Egypt is a seminal historical work by archaeologist Flinders Petrie that surveys the political and cultural development of ancient Egypt.
  • D. The Dawn of European Civilization
    The Dawn of European Civilization is an influential archaeological and historical study by Vere Gordon Childe that traces the origins and development of early European societies.
  • E. The Physical World of Late Antiquity
    The Physical World of Late Antiquity is a scholarly work by Shmuel Sambursky that examines how late antique thinkers understood and explained the nature and structure of the physical universe.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: An African Classical Age: Eastern and Southern Africa in World History, 1000 BC to AD 400
Triple: [Christopher Ehret, notableWork, An African Classical Age: Eastern and Southern Africa in World History, 1000 BC to AD 400]
Generated description
An African Classical Age: Eastern and Southern Africa in World History, 1000 BC to AD 400 is a scholarly historical study by Christopher Ehret that reconstructs the political, economic, and cultural developments of eastern and southern Africa in the first millennium BC through late antiquity, situating the region within broader world history.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: An African Classical Age: Eastern and Southern Africa in World History, 1000 BC to AD 400
Target entity description: An African Classical Age: Eastern and Southern Africa in World History, 1000 BC to AD 400 is a scholarly historical study by Christopher Ehret that reconstructs the political, economic, and cultural developments of eastern and southern Africa in the first millennium BC through late antiquity, situating the region within broader world history.
  • A. Classis Africana
    Classis Africana was a Roman imperial fleet responsible for protecting sea routes and transporting grain and troops between North Africa and Italy.
  • B. The Challenge of Africa
    The Challenge of Africa is a political and sociological study of post-colonial African development and governance written by Ghanaian scholar and statesman Kofi Abrefa Busia.
  • C. A History of Egypt
    A History of Egypt is a seminal historical work by archaeologist Flinders Petrie that surveys the political and cultural development of ancient Egypt.
  • D. The Dawn of European Civilization
    The Dawn of European Civilization is an influential archaeological and historical study by Vere Gordon Childe that traces the origins and development of early European societies.
  • E. The Physical World of Late Antiquity
    The Physical World of Late Antiquity is a scholarly work by Shmuel Sambursky that examines how late antique thinkers understood and explained the nature and structure of the physical universe.
  • F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69d6aa9b46cc8190b19f9f0cc45bf322 completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d79aa637888190935e852281408356 completed April 9, 2026, 12:25 p.m.
NED1 Entity disambiguation (via context triple) batch_69e42d7da99881908d38ea66c37dfb92 completed April 19, 2026, 1:18 a.m.
NEDg Description generation batch_69e42e67724481908bd9e73487a80d44 completed April 19, 2026, 1:22 a.m.
NED2 Entity disambiguation (via description) batch_69e4308103c48190b32ee3047d9a0860 completed April 19, 2026, 1:31 a.m.
Created at: April 8, 2026, 9:27 p.m.