Triple
T22726139
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lindiwe Sisulu |
E561997
|
entity |
| Predicate | givenName |
P17
|
FINISHED |
| Object |
Lindiwe
Lindiwe is a South African female given name commonly associated with prominent figures in politics and public life.
|
E1557340
|
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: Lindiwe | Statement: [Lindiwe Sisulu, givenName, Lindiwe]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lindiwe Context triple: [Lindiwe Sisulu, givenName, Lindiwe]
-
A.
Mamphela
Mamphela is the given name of Mamphela Ramphele, a prominent South African activist, medical doctor, academic, and former anti-apartheid leader.
-
B.
Dlamini
Dlamini is a common Southern African surname of Swazi origin, notably associated with the Swazi royal family and various prominent public figures.
-
C.
Thandiwe
Thandiwe is a feminine given name of African origin, notably borne by British-Zimbabwean actress Thandiwe Newton.
-
D.
Zandile
Zandile is a given name notably borne by Amala Ratna Zandile Dlamini, the South African–American rapper and singer known professionally as Doja Cat.
-
E.
Thembisile
Thembisile is the given first name of Chris Hani, the prominent South African anti-apartheid leader and chief of staff of Umkhonto we Sizwe.
- 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: Lindiwe Triple: [Lindiwe Sisulu, givenName, Lindiwe]
Generated description
Lindiwe is a South African female given name commonly associated with prominent figures in politics and public life.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Lindiwe Target entity description: Lindiwe is a South African female given name commonly associated with prominent figures in politics and public life.
-
A.
Mamphela
Mamphela is the given name of Mamphela Ramphele, a prominent South African activist, medical doctor, academic, and former anti-apartheid leader.
-
B.
Dlamini
Dlamini is a common Southern African surname of Swazi origin, notably associated with the Swazi royal family and various prominent public figures.
-
C.
Thandiwe
Thandiwe is a feminine given name of African origin, notably borne by British-Zimbabwean actress Thandiwe Newton.
-
D.
Zandile
Zandile is a given name notably borne by Amala Ratna Zandile Dlamini, the South African–American rapper and singer known professionally as Doja Cat.
-
E.
Thembisile
Thembisile is the given first name of Chris Hani, the prominent South African anti-apartheid leader and chief of staff of Umkhonto we Sizwe.
- 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_69e2454fc984819088213b58ee87a002 |
completed | April 17, 2026, 2:35 p.m. |
| NER | Named-entity recognition | batch_69f17929710c81909a895622ee32920e |
completed | April 29, 2026, 3:21 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0ba799ca948190820308dc1ce11ce3 |
completed | May 18, 2026, 11:58 p.m. |
| NEDg | Description generation | batch_6a0ba89950508190a5a94965bce4a899 |
completed | May 19, 2026, 12:02 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0baa2c5e848190b3f2f99dd4efbfa5 |
completed | May 19, 2026, 12:09 a.m. |
Created at: April 17, 2026, 3:20 p.m.