Triple

T4459902
Position Surface form Disambiguated ID Type / Status
Subject Zhang Yimou E98225 entity
Predicate directed P7373 FINISHED
Object Hero
Hero is a visually stunning 2002 Chinese wuxia film renowned for its stylized martial arts sequences, philosophical narrative, and exploration of sacrifice and nationalism in ancient China.
E443072 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: Hero | Statement: [Zhang Yimou, directed, Hero]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hero
Context triple: [Zhang Yimou, directed, Hero]
  • A. Hero
    Hero is a 2006 self-help book by Rhonda Byrne that expands on the ideas of "The Secret" by focusing on personal journeys toward achieving one's dreams and potential.
  • B. Hero
    Hero is the gentle, wronged young noblewoman in Shakespeare’s *Much Ado About Nothing*, whose romance and public humiliation drive much of the play’s dramatic tension.
  • C. Hero
    "Hero" is a popular Afro-dancehall song by Ghanaian artist Stonebwoy that showcases his inspirational lyrics and signature fusion of reggae, dancehall, and African rhythms.
  • D. Hero
    Hero is a Finnish television channel known for broadcasting action-packed movies and series, operated alongside Nelonen as part of the same network family.
  • E. Hero
    "Hero" is a contemporary gospel album by Kirk Franklin that blends choir-driven worship with R&B and hip-hop influences.
  • 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: Hero
Triple: [Zhang Yimou, directed, Hero]
Generated description
Hero is a visually stunning 2002 Chinese wuxia film renowned for its stylized martial arts sequences, philosophical narrative, and exploration of sacrifice and nationalism in ancient China.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hero
Target entity description: Hero is a visually stunning 2002 Chinese wuxia film renowned for its stylized martial arts sequences, philosophical narrative, and exploration of sacrifice and nationalism in ancient China.
  • A. Hero chosen
    Hero is a visually striking 2002 Chinese wuxia film directed by Zhang Yimou, renowned for its stylized martial arts, color symbolism, and exploration of sacrifice and political unity.
  • B. Hero
    Hero is a Finnish television channel known for broadcasting action-packed movies and series, operated alongside Nelonen as part of the same network family.
  • C. Hero
    Hero is the gentle, wronged young noblewoman in Shakespeare’s *Much Ado About Nothing*, whose romance and public humiliation drive much of the play’s dramatic tension.
  • D. Hero
    "Hero" is a popular Afro-dancehall song by Ghanaian artist Stonebwoy that showcases his inspirational lyrics and signature fusion of reggae, dancehall, and African rhythms.
  • E. Hero
    Hero is a 2006 self-help book by Rhonda Byrne that expands on the ideas of "The Secret" by focusing on personal journeys toward achieving one's dreams and potential.
  • F. None of above.

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_69b3454a7c608190944f5455c8031d73 completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b35673337c8190b923159791ec27e3 completed March 13, 2026, 12:12 a.m.
NED1 Entity disambiguation (via context triple) batch_69b6376c8e74819087aa2ff3e4429674 completed March 15, 2026, 4:37 a.m.
NEDg Description generation batch_69b63b3e39608190890b6da972f28eeb completed March 15, 2026, 4:53 a.m.
NED2 Entity disambiguation (via description) batch_69b63baa6e9081909d9f87d528b4f2bb completed March 15, 2026, 4:55 a.m.
Created at: March 12, 2026, 11:33 p.m.