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.