Triple

T20928464
Position Surface form Disambiguated ID Type / Status
Subject Elizabeth Costello E515405 entity
Predicate containsChapter P6720 FINISHED
Object The Humanities in Africa
The Humanities in Africa is a reflective work, often associated with J.M. Coetzee’s fictional lectures, that examines the role, challenges, and ethical stakes of humanistic scholarship on the African continent.
E1457331 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 Humanities in Africa | Statement: [Elizabeth Costello, containsChapter, The Humanities in Africa]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Humanities in Africa
Context triple: [Elizabeth Costello, containsChapter, The Humanities in Africa]
  • A. 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.
  • B. Program of African Studies at Northwestern University
    The Program of African Studies at Northwestern University is a pioneering interdisciplinary center dedicated to the research and teaching of African societies, cultures, and histories.
  • C. 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.
  • D. In My Father’s House: Africa in the Philosophy of Culture
    In My Father’s House: Africa in the Philosophy of Culture is a seminal work of African and diaspora philosophy in which Kwame Anthony Appiah examines African identity, nationalism, and cultural politics in a global context.
  • E. The Languages and Linguistics of Africa
    The Languages and Linguistics of Africa is a comprehensive scholarly volume that surveys the continent’s language families, their historical relationships, and key structural features within a modern linguistic framework.
  • 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 Humanities in Africa
Triple: [Elizabeth Costello, containsChapter, The Humanities in Africa]
Generated description
The Humanities in Africa is a reflective work, often associated with J.M. Coetzee’s fictional lectures, that examines the role, challenges, and ethical stakes of humanistic scholarship on the African continent.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Humanities in Africa
Target entity description: The Humanities in Africa is a reflective work, often associated with J.M. Coetzee’s fictional lectures, that examines the role, challenges, and ethical stakes of humanistic scholarship on the African continent.
  • A. 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.
  • B. Program of African Studies at Northwestern University
    The Program of African Studies at Northwestern University is a pioneering interdisciplinary center dedicated to the research and teaching of African societies, cultures, and histories.
  • C. 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.
  • D. In My Father’s House: Africa in the Philosophy of Culture
    In My Father’s House: Africa in the Philosophy of Culture is a seminal work of African and diaspora philosophy in which Kwame Anthony Appiah examines African identity, nationalism, and cultural politics in a global context.
  • E. The Languages and Linguistics of Africa
    The Languages and Linguistics of Africa is a comprehensive scholarly volume that surveys the continent’s language families, their historical relationships, and key structural features within a modern linguistic framework.
  • 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_69e0b4fb431c8190b9d40e6a72f0cc87 completed April 16, 2026, 10:07 a.m.
NER Named-entity recognition batch_69e6f653a25c8190adb46f5d764afba7 completed April 21, 2026, 4 a.m.
NED1 Entity disambiguation (via context triple) batch_6a091fce6b148190b2dcf07d95696744 completed May 17, 2026, 1:54 a.m.
NEDg Description generation batch_6a09206824148190881bef138312d37f completed May 17, 2026, 1:56 a.m.
NED2 Entity disambiguation (via description) batch_6a0920d752888190bffcfa7ce75cd2ad completed May 17, 2026, 1:58 a.m.
Created at: April 16, 2026, 12:49 p.m.