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.