Triple
T2823005
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | University of Johannesburg |
E54852
|
entity |
| Predicate | hasResearchUnit |
P1488
|
FINISHED |
| Object |
Institute for Pan-African Thought and Conversation
The Institute for Pan-African Thought and Conversation is a research and dialogue center dedicated to advancing Pan-African ideas, policy debates, and intellectual collaboration across the African continent and its diaspora.
|
E301055
|
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: Institute for Pan-African Thought and Conversation | Statement: [University of Johannesburg, hasResearchUnit, Institute for Pan-African Thought and Conversation]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Institute for Pan-African Thought and Conversation Context triple: [University of Johannesburg, hasResearchUnit, Institute for Pan-African Thought and Conversation]
-
A.
African Research and Studies Institute
The African Research and Studies Institute is a specialized academic center at Cairo University dedicated to interdisciplinary research, teaching, and policy studies focused on African societies, politics, and development.
-
B.
Harvard Center for African Studies
The Harvard Center for African Studies is an interdisciplinary hub at Harvard University dedicated to research, teaching, and public engagement focused on the histories, cultures, politics, and contemporary issues of Africa.
-
C.
Melville J. Herskovits Library of African Studies
The Melville J. Herskovits Library of African Studies is a major research library, based at Northwestern University, renowned for its extensive collections on Africa and the African diaspora.
-
D.
The Africa Center
The Africa Center is a New York City institution dedicated to exploring and promoting contemporary African art, culture, and policy through exhibitions, programs, and public engagement.
-
E.
Association for Black Anthropologists
The Association for Black Anthropologists is a scholarly organization dedicated to advancing the interests, visibility, and contributions of Black anthropologists and promoting research on the African diaspora and Black experiences worldwide.
- 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: Institute for Pan-African Thought and Conversation Triple: [University of Johannesburg, hasResearchUnit, Institute for Pan-African Thought and Conversation]
Generated description
The Institute for Pan-African Thought and Conversation is a research and dialogue center dedicated to advancing Pan-African ideas, policy debates, and intellectual collaboration across the African continent and its diaspora.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Institute for Pan-African Thought and Conversation Target entity description: The Institute for Pan-African Thought and Conversation is a research and dialogue center dedicated to advancing Pan-African ideas, policy debates, and intellectual collaboration across the African continent and its diaspora.
-
A.
African Research and Studies Institute
The African Research and Studies Institute is a specialized academic center at Cairo University dedicated to interdisciplinary research, teaching, and policy studies focused on African societies, politics, and development.
-
B.
Harvard Center for African Studies
The Harvard Center for African Studies is an interdisciplinary hub at Harvard University dedicated to research, teaching, and public engagement focused on the histories, cultures, politics, and contemporary issues of Africa.
-
C.
Melville J. Herskovits Library of African Studies
The Melville J. Herskovits Library of African Studies is a major research library, based at Northwestern University, renowned for its extensive collections on Africa and the African diaspora.
-
D.
The Africa Center
The Africa Center is a New York City institution dedicated to exploring and promoting contemporary African art, culture, and policy through exhibitions, programs, and public engagement.
-
E.
Association for Black Anthropologists
The Association for Black Anthropologists is a scholarly organization dedicated to advancing the interests, visibility, and contributions of Black anthropologists and promoting research on the African diaspora and Black experiences worldwide.
- 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_69ab49e100c0819082a40cb797383243 |
completed | March 6, 2026, 9:40 p.m. |
| NER | Named-entity recognition | batch_69abde71fdc08190b18660261fe24adf |
completed | March 7, 2026, 8:14 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69afceaa45e88190a9007885cf7868ef |
completed | March 10, 2026, 7:56 a.m. |
| NEDg | Description generation | batch_69afcf138c00819087913972df96f5ad |
completed | March 10, 2026, 7:58 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69afcf8d0318819088f9abd895f8ba0a |
completed | March 10, 2026, 8 a.m. |
Created at: March 6, 2026, 9:59 p.m.