Triple
T10652415
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Transkei |
E251004
|
entity |
| Predicate | laterLeader |
P95168
|
FINISHED |
| Object |
Stella Sigcau
Stella Sigcau was a South African politician and traditional leader who served as the first and only female prime minister of the former bantustan of Transkei before later holding ministerial positions in South Africa’s post-apartheid government.
|
E877313
|
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: Stella Sigcau | Statement: [Transkei, laterLeader, Stella Sigcau]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Stella Sigcau Context triple: [Transkei, laterLeader, Stella Sigcau]
-
A.
Carmen Larbalestier
Carmen Larbalestier is a British woman best known as the mother of seven-time Formula One World Champion Lewis Hamilton.
-
B.
Stella Payne
Stella Payne is the successful, middle-aged stockbroker protagonist of Terry McMillan’s novel and its film adaptation "How Stella Got Her Groove Back," who rediscovers love and self-confidence during a transformative Caribbean vacation.
-
C.
Cecile Landi
Cecile Landi is a prominent French-American gymnastics coach best known for coaching Olympic champion Simone Biles and other elite U.S. gymnasts.
-
D.
Rosita Douglas
Rosita Douglas is a Swedish-born aristocrat and former model best known as the first wife of John George Vanderbilt Henry Spencer-Churchill, the 11th Duke of Marlborough.
-
E.
Stella Oleson
Stella Oleson is a resilient survivor and vampire hunter who battles the undead during a month-long polar night in the horror franchise "30 Days of Night."
- 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: Stella Sigcau Triple: [Transkei, laterLeader, Stella Sigcau]
Generated description
Stella Sigcau was a South African politician and traditional leader who served as the first and only female prime minister of the former bantustan of Transkei before later holding ministerial positions in South Africa’s post-apartheid government.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Stella Sigcau Target entity description: Stella Sigcau was a South African politician and traditional leader who served as the first and only female prime minister of the former bantustan of Transkei before later holding ministerial positions in South Africa’s post-apartheid government.
-
A.
Carmen Larbalestier
Carmen Larbalestier is a British woman best known as the mother of seven-time Formula One World Champion Lewis Hamilton.
-
B.
Stella Payne
Stella Payne is the successful, middle-aged stockbroker protagonist of Terry McMillan’s novel and its film adaptation "How Stella Got Her Groove Back," who rediscovers love and self-confidence during a transformative Caribbean vacation.
-
C.
Cecile Landi
Cecile Landi is a prominent French-American gymnastics coach best known for coaching Olympic champion Simone Biles and other elite U.S. gymnasts.
-
D.
Rosita Douglas
Rosita Douglas is a Swedish-born aristocrat and former model best known as the first wife of John George Vanderbilt Henry Spencer-Churchill, the 11th Duke of Marlborough.
-
E.
Stella Oleson
Stella Oleson is a resilient survivor and vampire hunter who battles the undead during a month-long polar night in the horror franchise "30 Days of Night."
- 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_69d6aa5a4c4881908f39be6efe5981e5 |
completed | April 8, 2026, 7:19 p.m. |
| NER | Named-entity recognition | batch_69d6f31b72d081908ec8029cd9f6d814 |
completed | April 9, 2026, 12:30 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d97a69a57c81908bf99cac0c0a49f2 |
completed | April 10, 2026, 10:32 p.m. |
| NEDg | Description generation | batch_69d97cc2b66c8190909a23927fbe3af5 |
completed | April 10, 2026, 10:42 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d97e13913081908dd1fb60fa44db05 |
completed | April 10, 2026, 10:47 p.m. |
Created at: April 8, 2026, 9:06 p.m.