Triple
T22209612
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ann Hui |
E548905
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Ordinary Heroes
Ordinary Heroes is a 1999 Hong Kong drama film directed by Ann Hui that portrays the struggles and sacrifices of social activists in Hong Kong during the 1970s and 1980s.
|
E1524055
|
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: Ordinary Heroes | Statement: [Ann Hui, notableWork, Ordinary Heroes]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ordinary Heroes Context triple: [Ann Hui, notableWork, Ordinary Heroes]
-
A.
The Real Hero
"The Real Hero" is an emotional musical theme from the Avengers: Endgame film score, composed by Alan Silvestri to underscore the movie’s climactic and sacrificial moments.
-
B.
A Real Hero
"A Real Hero" is an electronic synthwave track by College & Electric Youth that gained widespread recognition for its prominent use in the 2011 film *Drive*.
-
C.
We Can Be Heroes
We Can Be Heroes is a 2020 family superhero film written and directed by Robert Rodriguez that serves as a standalone follow-up to his earlier movie The Adventures of Sharkboy and Lavagirl.
-
D.
My Heroes
"My Heroes" is a book by British explorer and author Sir Ranulph Fiennes in which he profiles and reflects on the lives and achievements of the people who have most inspired him.
-
E.
The Heroes
The Heroes is a collection of mythological tales for children by Charles Kingsley that retells stories from Greek mythology in an accessible, moralistic Victorian style.
- 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: Ordinary Heroes Triple: [Ann Hui, notableWork, Ordinary Heroes]
Generated description
Ordinary Heroes is a 1999 Hong Kong drama film directed by Ann Hui that portrays the struggles and sacrifices of social activists in Hong Kong during the 1970s and 1980s.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ordinary Heroes Target entity description: Ordinary Heroes is a 1999 Hong Kong drama film directed by Ann Hui that portrays the struggles and sacrifices of social activists in Hong Kong during the 1970s and 1980s.
-
A.
The Real Hero
"The Real Hero" is an emotional musical theme from the Avengers: Endgame film score, composed by Alan Silvestri to underscore the movie’s climactic and sacrificial moments.
-
B.
A Real Hero
"A Real Hero" is an electronic synthwave track by College & Electric Youth that gained widespread recognition for its prominent use in the 2011 film *Drive*.
-
C.
We Can Be Heroes
We Can Be Heroes is a 2020 family superhero film written and directed by Robert Rodriguez that serves as a standalone follow-up to his earlier movie The Adventures of Sharkboy and Lavagirl.
-
D.
My Heroes
"My Heroes" is a book by British explorer and author Sir Ranulph Fiennes in which he profiles and reflects on the lives and achievements of the people who have most inspired him.
-
E.
The Heroes
The Heroes is a collection of mythological tales for children by Charles Kingsley that retells stories from Greek mythology in an accessible, moralistic Victorian style.
- 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_69e11e3f7e04819089806d81d5ac431e |
completed | April 16, 2026, 5:37 p.m. |
| NER | Named-entity recognition | batch_69f12b2aefb881909bddbabd4be0bd58 |
completed | April 28, 2026, 9:48 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0aa61cc9e48190ba5f6eb2a7cf3c9b |
completed | May 18, 2026, 5:39 a.m. |
| NEDg | Description generation | batch_6a0aa6c001d48190b49866f02514aa28 |
completed | May 18, 2026, 5:42 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0aa74204a081909fa0d80858bfa6bb |
completed | May 18, 2026, 5:44 a.m. |
Created at: April 16, 2026, 8:36 p.m.