Triple
T1529955
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | University of the Witwatersrand |
E32416
|
entity |
| Predicate | hasResearchInstitute |
P186
|
FINISHED |
| Object |
Wits Institute for Social and Economic Research
Wits Institute for Social and Economic Research is a leading interdisciplinary research center at the University of the Witwatersrand focused on advanced scholarship in African social, economic, and historical studies.
|
E32416
|
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: Wits Institute for Social and Economic Research | Statement: [University of the Witwatersrand, hasResearchInstitute, Wits Institute for Social and Economic Research]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Wits Institute for Social and Economic Research Context triple: [University of the Witwatersrand, hasResearchInstitute, Wits Institute for Social and Economic Research]
-
A.
Nigerian Institute of Social and Economic Research
The Nigerian Institute of Social and Economic Research is a leading Nigerian government-funded think tank that conducts policy-oriented social and economic research to inform national development planning.
-
B.
African Institute for Economic Development and Planning
The African Institute for Economic Development and Planning is a specialized training and research institution that builds economic management and development planning capacity for African countries under the auspices of the United Nations.
-
C.
University of the Witwatersrand
The University of the Witwatersrand is a leading South African public research university in Johannesburg, renowned for its strong academic programs and significant role in the country’s political and intellectual history.
-
D.
University of Cape Town
The University of Cape Town is a leading South African public research university renowned for its academic excellence, influential scholarship, and picturesque campus on the slopes of Table Mountain.
-
E.
University of Johannesburg
The University of Johannesburg is a major South African public university known for its diverse academic programs and strong research output, located in the city of Johannesburg.
- 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: Wits Institute for Social and Economic Research Triple: [University of the Witwatersrand, hasResearchInstitute, Wits Institute for Social and Economic Research]
Generated description
Wits Institute for Social and Economic Research is a leading interdisciplinary research center at the University of the Witwatersrand focused on advanced scholarship in African social, economic, and historical studies.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Wits Institute for Social and Economic Research Target entity description: Wits Institute for Social and Economic Research is a leading interdisciplinary research center at the University of the Witwatersrand focused on advanced scholarship in African social, economic, and historical studies.
-
A.
Nigerian Institute of Social and Economic Research
The Nigerian Institute of Social and Economic Research is a leading Nigerian government-funded think tank that conducts policy-oriented social and economic research to inform national development planning.
-
B.
African Institute for Economic Development and Planning
The African Institute for Economic Development and Planning is a specialized training and research institution that builds economic management and development planning capacity for African countries under the auspices of the United Nations.
-
C.
University of the Witwatersrand
chosen
The University of the Witwatersrand is a leading South African public research university in Johannesburg, renowned for its strong academic programs and significant role in the country’s political and intellectual history.
-
D.
University of Cape Town
The University of Cape Town is a leading South African public research university renowned for its academic excellence, influential scholarship, and picturesque campus on the slopes of Table Mountain.
-
E.
University of Johannesburg
The University of Johannesburg is a major South African public university known for its diverse academic programs and strong research output, located in the city of Johannesburg.
- F. None of above.
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.