Triple

T11114693
Position Surface form Disambiguated ID Type / Status
Subject Christopher Ehret E262854 entity
Predicate notableWork P4 FINISHED
Object The Archaeological and Linguistic Reconstruction of African History
The Archaeological and Linguistic Reconstruction of African History is a scholarly work by historian Christopher Ehret that uses archaeological and comparative linguistic evidence to trace and reinterpret the deep precolonial history of African societies.
E905173 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: The Archaeological and Linguistic Reconstruction of African History | Statement: [Christopher Ehret, notableWork, The Archaeological and Linguistic Reconstruction of African History]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Archaeological and Linguistic Reconstruction of African History
Context triple: [Christopher Ehret, notableWork, The Archaeological and Linguistic Reconstruction of African History]
  • A. 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.
  • B. Guthrie classification of Niger-Congo
    The Guthrie classification of Niger-Congo is a historical linguistic framework that organizes the Niger-Congo language family into geographic and typological groups, widely used as a reference system despite later revisions and critiques.
  • C. Historical Linguistics: An Introduction
    Historical Linguistics: An Introduction is a widely used textbook by Lyle Campbell that provides a comprehensive overview of methods and theories for studying language change over time.
  • D. Amazigh linguistic continuum
    The Amazigh linguistic continuum is a group of closely related Berber (Amazigh) languages and dialects spoken across North Africa that form a gradual spectrum of mutual intelligibility rather than sharply distinct languages.
  • E. Of the Origin and Progress of Language
    Of the Origin and Progress of Language is an 18th-century multi-volume work by Scottish judge and philosopher James Burnett, Lord Monboddo, exploring the natural origins, development, and structure of human language within a broader theory of human nature and society.
  • 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: The Archaeological and Linguistic Reconstruction of African History
Triple: [Christopher Ehret, notableWork, The Archaeological and Linguistic Reconstruction of African History]
Generated description
The Archaeological and Linguistic Reconstruction of African History is a scholarly work by historian Christopher Ehret that uses archaeological and comparative linguistic evidence to trace and reinterpret the deep precolonial history of African societies.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Archaeological and Linguistic Reconstruction of African History
Target entity description: The Archaeological and Linguistic Reconstruction of African History is a scholarly work by historian Christopher Ehret that uses archaeological and comparative linguistic evidence to trace and reinterpret the deep precolonial history of African societies.
  • A. 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.
  • B. Guthrie classification of Niger-Congo
    The Guthrie classification of Niger-Congo is a historical linguistic framework that organizes the Niger-Congo language family into geographic and typological groups, widely used as a reference system despite later revisions and critiques.
  • C. Historical Linguistics: An Introduction
    Historical Linguistics: An Introduction is a widely used textbook by Lyle Campbell that provides a comprehensive overview of methods and theories for studying language change over time.
  • D. Amazigh linguistic continuum
    The Amazigh linguistic continuum is a group of closely related Berber (Amazigh) languages and dialects spoken across North Africa that form a gradual spectrum of mutual intelligibility rather than sharply distinct languages.
  • E. Of the Origin and Progress of Language
    Of the Origin and Progress of Language is an 18th-century multi-volume work by Scottish judge and philosopher James Burnett, Lord Monboddo, exploring the natural origins, development, and structure of human language within a broader theory of human nature and society.
  • 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.