Triple
T14610308
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hancock (film) |
E342941
|
entity |
| Predicate | screenwriter |
P2831
|
FINISHED |
| Object |
Vy Vincent Ngo
Vy Vincent Ngo is a Vietnamese-American screenwriter best known for co-writing the superhero film "Hancock."
|
E1111363
|
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: Vy Vincent Ngo | Statement: [Hancock (film), screenwriter, Vy Vincent Ngo]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Vy Vincent Ngo Context triple: [Hancock (film), screenwriter, Vy Vincent Ngo]
-
A.
Qui Nguyen
Qui Nguyen is an American playwright, television writer, and screenwriter known for his work on animated films such as Disney's "Raya and the Last Dragon" and for co-founding the theater company Vampire Cowboys.
-
B.
Vinh Tuy Ward
Vinh Tuy Ward is an urban administrative subdivision of Hanoi, Vietnam, located within the central Hai Bà Trưng District.
-
C.
Vincent Siew
Vincent Siew is a Taiwanese politician who served as Premier and later as Vice President of the Republic of China (Taiwan), playing a key role in the island’s economic and cross-strait policy development.
-
D.
Oanh Nguyen
Oanh Nguyen is an actor known for appearing in the film "Two Brothers."
-
E.
Bao Nguyen
Bao Nguyen is a Vietnamese American filmmaker known for his acclaimed documentaries and contributions to Asian American and international cinema.
- 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: Vy Vincent Ngo Triple: [Hancock (film), screenwriter, Vy Vincent Ngo]
Generated description
Vy Vincent Ngo is a Vietnamese-American screenwriter best known for co-writing the superhero film "Hancock."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Vy Vincent Ngo Target entity description: Vy Vincent Ngo is a Vietnamese-American screenwriter best known for co-writing the superhero film "Hancock."
-
A.
Qui Nguyen
Qui Nguyen is an American playwright, television writer, and screenwriter known for his work on animated films such as Disney's "Raya and the Last Dragon" and for co-founding the theater company Vampire Cowboys.
-
B.
Vinh Tuy Ward
Vinh Tuy Ward is an urban administrative subdivision of Hanoi, Vietnam, located within the central Hai Bà Trưng District.
-
C.
Vincent Siew
Vincent Siew is a Taiwanese politician who served as Premier and later as Vice President of the Republic of China (Taiwan), playing a key role in the island’s economic and cross-strait policy development.
-
D.
Oanh Nguyen
Oanh Nguyen is an actor known for appearing in the film "Two Brothers."
-
E.
Bao Nguyen
Bao Nguyen is a Vietnamese American filmmaker known for his acclaimed documentaries and contributions to Asian American and international cinema.
- 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_69d822dec68081908c2553145c4051dc |
completed | April 9, 2026, 10:06 p.m. |
| NER | Named-entity recognition | batch_69deb44f0dd48190a78662b5998a6722 |
completed | April 14, 2026, 9:40 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fda91d05e48190ac945e381d6d5dd9 |
completed | May 8, 2026, 9:13 a.m. |
| NEDg | Description generation | batch_69fdd0729b888190965a06c06b161999 |
completed | May 8, 2026, noon |
| NED2 | Entity disambiguation (via description) | batch_69fdd22967988190a1524ea3e66e58ca |
completed | May 8, 2026, 12:08 p.m. |
Created at: April 10, 2026, 1:25 a.m.