Triple
T13865914
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | The Man with the Iron Fists 2 |
E333325
|
entity |
| Predicate | starring |
P1507
|
FINISHED |
| Object |
Grace Huang
Grace Huang is a Taiwanese-Australian actress and model known for her roles in action and martial arts films, including the sequel to "The Man with the Iron Fists."
|
E1069116
|
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: Grace Huang | Statement: [The Man with the Iron Fists 2, starring, Grace Huang]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Grace Huang Context triple: [The Man with the Iron Fists 2, starring, Grace Huang]
-
A.
Lori Huang
Lori Huang is the wife of NVIDIA co-founder and CEO Jensen Huang and is known for her low public profile despite her connection to the prominent tech executive.
-
B.
Rachel Fong
Rachel Fong is a researcher in machine learning and reinforcement learning, known for her work on the Hindsight Experience Replay technique.
-
C.
Eugenia Yuan
Eugenia Yuan is a Hong Kong–born American actress and former rhythmic gymnast known for her roles in international martial arts and drama films.
-
D.
Nancy Hsueh
Nancy Hsueh was an American actress of Chinese descent known for her film and television roles in the 1960s and 1970s, including appearances in works that explored Asian American identity.
-
E.
Brenda Hsueh
Brenda Hsueh is a Canadian screenwriter and producer known for her work in television comedy and animation, including contributing to major studio projects.
- 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: Grace Huang Triple: [The Man with the Iron Fists 2, starring, Grace Huang]
Generated description
Grace Huang is a Taiwanese-Australian actress and model known for her roles in action and martial arts films, including the sequel to "The Man with the Iron Fists."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Grace Huang Target entity description: Grace Huang is a Taiwanese-Australian actress and model known for her roles in action and martial arts films, including the sequel to "The Man with the Iron Fists."
-
A.
Lori Huang
Lori Huang is the wife of NVIDIA co-founder and CEO Jensen Huang and is known for her low public profile despite her connection to the prominent tech executive.
-
B.
Rachel Fong
Rachel Fong is a researcher in machine learning and reinforcement learning, known for her work on the Hindsight Experience Replay technique.
-
C.
Eugenia Yuan
Eugenia Yuan is a Hong Kong–born American actress and former rhythmic gymnast known for her roles in international martial arts and drama films.
-
D.
Nancy Hsueh
Nancy Hsueh was an American actress of Chinese descent known for her film and television roles in the 1960s and 1970s, including appearances in works that explored Asian American identity.
-
E.
Brenda Hsueh
Brenda Hsueh is a Canadian screenwriter and producer known for her work in television comedy and animation, including contributing to major studio projects.
- 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_69d81c5ced9c8190b0e9bcc6effe5959 |
completed | April 9, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69de05c419d481909230e8879b6dab5c |
completed | April 14, 2026, 9:15 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f7c70c41f081908b6af3f419d8468d |
completed | May 3, 2026, 10:07 p.m. |
| NEDg | Description generation | batch_69f7caf92b3c8190923f0b22e8ed7c2c |
completed | May 3, 2026, 10:23 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f7cb846f788190a62a6dd181fa64ee |
completed | May 3, 2026, 10:26 p.m. |
Created at: April 9, 2026, 10:14 p.m.