Triple
T860995
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Indians in South Africa |
E18596
|
entity |
| Predicate | notablePoliticalFigure |
P304
|
FINISHED |
| Object |
Pravin Gordhan
Pravin Gordhan is a prominent South African politician and anti-apartheid activist who has served multiple terms as the country’s finance minister and held several other key government positions.
|
E102172
|
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: Pravin Gordhan | Statement: [Indians in South Africa, notablePoliticalFigure, Pravin Gordhan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Pravin Gordhan Context triple: [Indians in South Africa, notablePoliticalFigure, Pravin Gordhan]
-
A.
Ajay Banga
Ajay Banga is an Indian-American business executive and former Mastercard CEO who became president of the World Bank, focusing on global development and climate-related challenges.
-
B.
P. Chidambaram
P. Chidambaram is an Indian politician and lawyer who has served multiple terms as India’s Finance Minister and Home Minister and is a senior leader of the Indian National Congress.
-
C.
M. A. Chidambaram
M. A. Chidambaram was a prominent Indian industrialist and cricket administrator, best known for his leadership roles in the Board of Control for Cricket in India and for having Chennai’s major cricket stadium named in his honor.
-
D.
Sanjay Gandhi
Sanjay Gandhi was a controversial Indian politician and influential figure during the Emergency period in the 1970s, widely seen as the political heir apparent within the Nehru–Gandhi family before his death in a plane crash.
-
E.
Nana Fadnavis
Nana Fadnavis was an influential 18th-century Maratha statesman and chief minister of the Peshwa who effectively controlled the Maratha Empire’s politics and diplomacy during a turbulent period of its history.
- 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: Pravin Gordhan Triple: [Indians in South Africa, notablePoliticalFigure, Pravin Gordhan]
Generated description
Pravin Gordhan is a prominent South African politician and anti-apartheid activist who has served multiple terms as the country’s finance minister and held several other key government positions.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Pravin Gordhan Target entity description: Pravin Gordhan is a prominent South African politician and anti-apartheid activist who has served multiple terms as the country’s finance minister and held several other key government positions.
-
A.
Ajay Banga
Ajay Banga is an Indian-American business executive and former Mastercard CEO who became president of the World Bank, focusing on global development and climate-related challenges.
-
B.
P. Chidambaram
P. Chidambaram is an Indian politician and lawyer who has served multiple terms as India’s Finance Minister and Home Minister and is a senior leader of the Indian National Congress.
-
C.
M. A. Chidambaram
M. A. Chidambaram was a prominent Indian industrialist and cricket administrator, best known for his leadership roles in the Board of Control for Cricket in India and for having Chennai’s major cricket stadium named in his honor.
-
D.
Sanjay Gandhi
Sanjay Gandhi was a controversial Indian politician and influential figure during the Emergency period in the 1970s, widely seen as the political heir apparent within the Nehru–Gandhi family before his death in a plane crash.
-
E.
Nana Fadnavis
Nana Fadnavis was an influential 18th-century Maratha statesman and chief minister of the Peshwa who effectively controlled the Maratha Empire’s politics and diplomacy during a turbulent period of its history.
- 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_69a4938bdd3c8190a954a3c11844d9cf |
completed | March 1, 2026, 7:29 p.m. |
| NER | Named-entity recognition | batch_69a4ac52536c8190ab198232e9ec4bd6 |
completed | March 1, 2026, 9:14 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a7a3c3d2fc8190b9f76d31528feeb6 |
completed | March 4, 2026, 3:15 a.m. |
| NEDg | Description generation | batch_69a7a558c1308190810a139ad24dfc9d |
completed | March 4, 2026, 3:22 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a7a5e744188190ae30544753fb9399 |
completed | March 4, 2026, 3:24 a.m. |
Created at: March 1, 2026, 7:39 p.m.