Triple

T10935568
Position Surface form Disambiguated ID Type / Status
Subject Zhang Ziyi E258322 entity
Predicate notableWork P4 FINISHED
Object Hero
Hero is a visually striking 2002 Chinese wuxia film directed by Zhang Yimou, renowned for its stylized martial arts, color-coded storytelling, and exploration of sacrifice and unity.
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 Ziyi, notableWork, Hero]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hero
Context triple: [Zhang Ziyi, notableWork, Hero]
  • A. Hero
    "Hero" is a song best known as the lead single from the music project Music Box.
  • B. 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.
  • C. 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.
  • D. Hero
    Hero was a 19th-century American sealing vessel notably associated with Antarctic exploration under the command of Nathaniel Palmer.
  • E. Hero
    Hero is the major-label debut studio album by American country singer-songwriter Maren Morris, noted for its blend of country, pop, and R&B 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 Ziyi, notableWork, Hero]
Generated description
Hero is a visually striking 2002 Chinese wuxia film directed by Zhang Yimou, renowned for its stylized martial arts, color-coded storytelling, and exploration of sacrifice and unity.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hero
Target entity description: Hero is a visually striking 2002 Chinese wuxia film directed by Zhang Yimou, renowned for its stylized martial arts, color-coded storytelling, and exploration of sacrifice and unity.
  • 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_69d6aa8769b4819082bfe5e61b9017f0 completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d770aee178819082c1671a37ff7d82 completed April 9, 2026, 9:26 a.m.
NED1 Entity disambiguation (via context triple) batch_69e23bee9b208190aee8f938dff3f234 completed April 17, 2026, 1:55 p.m.
NEDg Description generation batch_69e24541cbb481908f14a9cb2787c118 completed April 17, 2026, 2:35 p.m.
NED2 Entity disambiguation (via description) batch_69e248f48dc88190af9491e8cdc4a532 completed April 17, 2026, 2:51 p.m.
Created at: April 8, 2026, 9:23 p.m.