Triple
T6237203
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Chippa United F.C. |
E139505
|
entity |
| Predicate | foundedBy |
P104
|
FINISHED |
| Object |
Chippa Mpengesi
Chippa Mpengesi is a South African businessman best known as the owner and founder of Premier Soccer League club Chippa United FC.
|
E577517
|
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: Chippa Mpengesi | Statement: [Chippa United F.C., foundedBy, Chippa Mpengesi]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Chippa Mpengesi Context triple: [Chippa United F.C., foundedBy, Chippa Mpengesi]
-
A.
Chippa United F.C.
Chippa United F.C. is a South African professional football club that competes in the country’s Premier Division.
-
B.
Mbabane Highlanders F.C.
Mbabane Highlanders F.C. is one of Eswatini’s oldest and most successful football clubs, based in the capital city of Mbabane.
-
C.
Mpumalanga Black Aces F.C.
Mpumalanga Black Aces F.C. was a South African professional football club that competed in the country’s top divisions before its franchise was sold and rebranded as Cape Town City F.C.
-
D.
AmaZulu F.C.
AmaZulu F.C. is a professional South African football club based in Durban that competes in the country’s top-tier league.
-
E.
Orlando Pirates F.C.
Orlando Pirates F.C. is one of South Africa’s most successful and popular football clubs, based in Johannesburg and renowned for its large fan base and historic status in the Premier Soccer League.
- 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: Chippa Mpengesi Triple: [Chippa United F.C., foundedBy, Chippa Mpengesi]
Generated description
Chippa Mpengesi is a South African businessman best known as the owner and founder of Premier Soccer League club Chippa United FC.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Chippa Mpengesi Target entity description: Chippa Mpengesi is a South African businessman best known as the owner and founder of Premier Soccer League club Chippa United FC.
-
A.
Chippa United F.C.
Chippa United F.C. is a South African professional football club that competes in the country’s Premier Division.
-
B.
Mbabane Highlanders F.C.
Mbabane Highlanders F.C. is one of Eswatini’s oldest and most successful football clubs, based in the capital city of Mbabane.
-
C.
Mpumalanga Black Aces F.C.
Mpumalanga Black Aces F.C. was a South African professional football club that competed in the country’s top divisions before its franchise was sold and rebranded as Cape Town City F.C.
-
D.
AmaZulu F.C.
AmaZulu F.C. is a professional South African football club based in Durban that competes in the country’s top-tier league.
-
E.
Orlando Pirates F.C.
Orlando Pirates F.C. is one of South Africa’s most successful and popular football clubs, based in Johannesburg and renowned for its large fan base and historic status in the Premier Soccer League.
- 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_69c008b0e7ac8190808a59573ee646f3 |
completed | March 22, 2026, 3:20 p.m. |
| NER | Named-entity recognition | batch_69c063021258819093a9237041816638 |
completed | March 22, 2026, 9:45 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c20dfbf42c8190842a471db4ff3de0 |
completed | March 24, 2026, 4:07 a.m. |
| NEDg | Description generation | batch_69c215efd48c81908365f0525cb6e3dc |
completed | March 24, 2026, 4:41 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c21654dfac8190a5e985d539e2bcb4 |
completed | March 24, 2026, 4:43 a.m. |
Created at: March 22, 2026, 4:23 p.m.