Triple
T8784378
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Human Flow |
E209007
|
entity |
| Predicate | producer |
P490
|
FINISHED |
| Object |
Chin-chin Yap
Chin-chin Yap is a film producer best known for her work on Ai Weiwei’s documentary "Human Flow," which explores the global refugee crisis.
|
E757380
|
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: Chin-chin Yap | Statement: [Human Flow, producer, Chin-chin Yap]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Chin-chin Yap Context triple: [Human Flow, producer, Chin-chin Yap]
-
A.
Wilma Pang
Wilma Pang is a San Francisco community activist and perennial local political candidate known for her involvement in city elections and advocacy on neighborhood issues.
-
B.
Yvonne Chu
Yvonne Chu is the wife of Nobel Prize–winning physicist and former U.S. Secretary of Energy Steven Chu.
-
C.
Vivian Chan
Vivian Chan is a personal name shared by multiple individuals, including professionals in fields such as science, media, and business.
-
D.
Yvonne Chan
Yvonne Chan is the maternal grandmother of August Chan Zuckerberg, the daughter of Facebook co-founder Mark Zuckerberg and pediatrician Priscilla Chan.
-
E.
Patricia Chin
Patricia Chin is a pioneering Jamaican music producer and entrepreneur best known as the co-founder of the influential reggae and dancehall label VP Records.
- 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: Chin-chin Yap Triple: [Human Flow, producer, Chin-chin Yap]
Generated description
Chin-chin Yap is a film producer best known for her work on Ai Weiwei’s documentary "Human Flow," which explores the global refugee crisis.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Chin-chin Yap Target entity description: Chin-chin Yap is a film producer best known for her work on Ai Weiwei’s documentary "Human Flow," which explores the global refugee crisis.
-
A.
Wilma Pang
Wilma Pang is a San Francisco community activist and perennial local political candidate known for her involvement in city elections and advocacy on neighborhood issues.
-
B.
Yvonne Chu
Yvonne Chu is the wife of Nobel Prize–winning physicist and former U.S. Secretary of Energy Steven Chu.
-
C.
Vivian Chan
Vivian Chan is a personal name shared by multiple individuals, including professionals in fields such as science, media, and business.
-
D.
Yvonne Chan
Yvonne Chan is the maternal grandmother of August Chan Zuckerberg, the daughter of Facebook co-founder Mark Zuckerberg and pediatrician Priscilla Chan.
-
E.
Patricia Chin
Patricia Chin is a pioneering Jamaican music producer and entrepreneur best known as the co-founder of the influential reggae and dancehall label VP Records.
- 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_69ca836168108190bb43d3dc235c1f55 |
completed | March 30, 2026, 2:06 p.m. |
| NER | Named-entity recognition | batch_69cc5f7441e8819081ea0ae7bc2afde7 |
completed | March 31, 2026, 11:57 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cf51f41eb081909124a5e74333a31d |
completed | April 3, 2026, 5:36 a.m. |
| NEDg | Description generation | batch_69cf55ec47f88190878724c4245410de |
completed | April 3, 2026, 5:53 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cf5679f85c8190aebb19ad364fe202 |
completed | April 3, 2026, 5:56 a.m. |
Created at: March 30, 2026, 6:42 p.m.