Triple
T13537857
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Stanford Cardinal women’s soccer |
E323306
|
entity |
| Predicate | alumni |
P51
|
FINISHED |
| Object |
Chioma Ubogagu
Chioma Ubogagu is a professional footballer and forward who has played for clubs in the United States and Europe as well as for the England women’s national team.
|
E1047900
|
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: Chioma Ubogagu | Statement: [Stanford Cardinal women’s soccer, alumni, Chioma Ubogagu]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Chioma Ubogagu Context triple: [Stanford Cardinal women’s soccer, alumni, Chioma Ubogagu]
-
A.
Natalie Achonwa
Natalie Achonwa is a Canadian professional basketball player and Olympian known for her standout collegiate career as a forward at the University of Notre Dame and her success in the WNBA.
-
B.
Perpetua Nkwocha
Perpetua Nkwocha is a legendary Nigerian footballer and prolific attacking midfielder widely regarded as one of Africa’s greatest women’s players, known for her goal-scoring feats and multiple Africa Women’s Championship titles.
-
C.
Chioma Chukwuka Akpotha
Chioma Chukwuka Akpotha is a renowned Nigerian actress, film producer, and director known for her prominent roles in Nollywood movies and multiple award-winning performances.
-
D.
Lilian Imoh
Lilian Imoh is a notable alumna of the University of Benin recognized for her professional achievements after graduation.
-
E.
Wunmi Mosaku
Wunmi Mosaku is a British-Nigerian actress known for her acclaimed performances in film and television, including prominent roles in series like "Lovecraft Country" and "Loki."
- 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: Chioma Ubogagu Triple: [Stanford Cardinal women’s soccer, alumni, Chioma Ubogagu]
Generated description
Chioma Ubogagu is a professional footballer and forward who has played for clubs in the United States and Europe as well as for the England women’s national team.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Chioma Ubogagu Target entity description: Chioma Ubogagu is a professional footballer and forward who has played for clubs in the United States and Europe as well as for the England women’s national team.
-
A.
Natalie Achonwa
Natalie Achonwa is a Canadian professional basketball player and Olympian known for her standout collegiate career as a forward at the University of Notre Dame and her success in the WNBA.
-
B.
Perpetua Nkwocha
Perpetua Nkwocha is a legendary Nigerian footballer and prolific attacking midfielder widely regarded as one of Africa’s greatest women’s players, known for her goal-scoring feats and multiple Africa Women’s Championship titles.
-
C.
Chioma Chukwuka Akpotha
Chioma Chukwuka Akpotha is a renowned Nigerian actress, film producer, and director known for her prominent roles in Nollywood movies and multiple award-winning performances.
-
D.
Lilian Imoh
Lilian Imoh is a notable alumna of the University of Benin recognized for her professional achievements after graduation.
-
E.
Wunmi Mosaku
Wunmi Mosaku is a British-Nigerian actress known for her acclaimed performances in film and television, including prominent roles in series like "Lovecraft Country" and "Loki."
- 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_69d8076776248190bdf0d4fa1f85a5fc |
completed | April 9, 2026, 8:09 p.m. |
| NER | Named-entity recognition | batch_69dbafbe39948190808062d4eff91841 |
completed | April 12, 2026, 2:44 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f75d9c04b881908a359df791b89b43 |
completed | May 3, 2026, 2:37 p.m. |
| NEDg | Description generation | batch_69f761e020708190a21ad4c0bc11d730 |
completed | May 3, 2026, 2:55 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f765d0f9d88190b91097a359043860 |
completed | May 3, 2026, 3:12 p.m. |
Created at: April 9, 2026, 9:45 p.m.