Triple

T11114690
Position Surface form Disambiguated ID Type / Status
Subject Christopher Ehret E262854 entity
Predicate notableWork P4 FINISHED
Object Civilizations of Africa: A History to 1800
Civilizations of Africa: A History to 1800 is a scholarly book by historian Christopher Ehret that surveys the development and diversity of African societies and states from early times up to the end of the eighteenth century.
E905171 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: Civilizations of Africa: A History to 1800 | Statement: [Christopher Ehret, notableWork, Civilizations of Africa: A History to 1800]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Civilizations of Africa: A History to 1800
Context triple: [Christopher Ehret, notableWork, Civilizations of Africa: A History to 1800]
  • A. 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.
  • B. Africa and the Discovery of America
    Africa and the Discovery of America is a three-volume historical study by Leo Wiener arguing for significant African influence on the pre-Columbian Americas.
  • C. A History of the Colonization of the Western Coast of Africa
    *A History of the Colonization of the Western Coast of Africa* is a 19th-century historical work by American theologian Archibald Alexander that examines the origins, development, and implications of efforts to colonize West Africa, particularly through the American Colonization Society and the founding of Liberia.
  • D. 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.
  • E. Dahomey and the Slave Trade
    "Dahomey and the Slave Trade" is a historical study by Karl Polanyi examining the economic and social structures of the Kingdom of Dahomey in relation to the Atlantic slave trade.
  • 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: Civilizations of Africa: A History to 1800
Triple: [Christopher Ehret, notableWork, Civilizations of Africa: A History to 1800]
Generated description
Civilizations of Africa: A History to 1800 is a scholarly book by historian Christopher Ehret that surveys the development and diversity of African societies and states from early times up to the end of the eighteenth century.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Civilizations of Africa: A History to 1800
Target entity description: Civilizations of Africa: A History to 1800 is a scholarly book by historian Christopher Ehret that surveys the development and diversity of African societies and states from early times up to the end of the eighteenth century.
  • A. 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.
  • B. Africa and the Discovery of America
    Africa and the Discovery of America is a three-volume historical study by Leo Wiener arguing for significant African influence on the pre-Columbian Americas.
  • C. A History of the Colonization of the Western Coast of Africa
    *A History of the Colonization of the Western Coast of Africa* is a 19th-century historical work by American theologian Archibald Alexander that examines the origins, development, and implications of efforts to colonize West Africa, particularly through the American Colonization Society and the founding of Liberia.
  • D. 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.
  • E. Dahomey and the Slave Trade
    "Dahomey and the Slave Trade" is a historical study by Karl Polanyi examining the economic and social structures of the Kingdom of Dahomey in relation to the Atlantic slave trade.
  • 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.