Triple
T1529947
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | University of the Witwatersrand |
E32416
|
entity |
| Predicate | memberOf |
P10
|
FINISHED |
| Object |
Association of African Universities
The Association of African Universities is a continental organization that brings together higher education institutions across Africa to promote collaboration, capacity building, and the advancement of tertiary education on the continent.
|
E173552
|
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: Association of African Universities | Statement: [University of the Witwatersrand, memberOf, Association of African Universities]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Association of African Universities Context triple: [University of the Witwatersrand, memberOf, Association of African Universities]
-
A.
Africa University
Africa University is a private, pan-African United Methodist-related institution of higher learning located near Mutare in eastern Zimbabwe.
-
B.
African Academy of Sciences
The African Academy of Sciences is a pan-African, non-profit scientific organization that promotes excellence in science and technology to drive sustainable development across the African continent.
-
C.
Association of Arab Universities
The Association of Arab Universities is a regional organization that brings together higher education institutions from Arab countries to promote academic cooperation, quality assurance, and joint educational and research initiatives.
-
D.
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.
-
E.
International Association of Universities
The International Association of Universities is a global higher education organization that brings together universities and other institutions worldwide to collaborate on academic, research, and policy issues.
- 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: Association of African Universities Triple: [University of the Witwatersrand, memberOf, Association of African Universities]
Generated description
The Association of African Universities is a continental organization that brings together higher education institutions across Africa to promote collaboration, capacity building, and the advancement of tertiary education on the continent.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Association of African Universities Target entity description: The Association of African Universities is a continental organization that brings together higher education institutions across Africa to promote collaboration, capacity building, and the advancement of tertiary education on the continent.
-
A.
Africa University
Africa University is a private, pan-African United Methodist-related institution of higher learning located near Mutare in eastern Zimbabwe.
-
B.
African Academy of Sciences
The African Academy of Sciences is a pan-African, non-profit scientific organization that promotes excellence in science and technology to drive sustainable development across the African continent.
-
C.
Association of Arab Universities
The Association of Arab Universities is a regional organization that brings together higher education institutions from Arab countries to promote academic cooperation, quality assurance, and joint educational and research initiatives.
-
D.
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.
-
E.
International Association of Universities
The International Association of Universities is a global higher education organization that brings together universities and other institutions worldwide to collaborate on academic, research, and policy issues.
- 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_69a885ea86308190998f6bc14bb91f8e |
completed | March 4, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69a908156b888190968ca0157ae42bc7 |
completed | March 5, 2026, 4:35 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad2957e6e4819087504a16bc32d60b |
completed | March 8, 2026, 7:46 a.m. |
| NEDg | Description generation | batch_69ad2a18a79c81908f04ba9aa55d52a0 |
completed | March 8, 2026, 7:49 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ad2a8deae8819095731fdd1b4bd310 |
completed | March 8, 2026, 7:51 a.m. |
Created at: March 4, 2026, 7:26 p.m.