Triple

T21943464
Position Surface form Disambiguated ID Type / Status
Subject Maggie Cheung E541877 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 performances by stars such as Jet Li, Tony Leung, and Maggie Cheung.
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: [Maggie Cheung, notableWork, Hero]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hero
Context triple: [Maggie Cheung, notableWork, Hero]
  • A. Hero
    "Hero" is a popular song best known as a standout track from the musical duo Good for You.
  • B. Hero
    "Hero" is a rock ballad best known as the theme song for the 2002 film Spider-Man, performed by Chad Kroeger featuring Josey Scott.
  • C. 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.
  • D. Hero
    "Hero" is a track from the album *Epistles of Mama*, likely reflecting the record’s blend of heartfelt themes and contemporary African musical styles.
  • E. Hero
    "Hero" is a song featured on the album *Escape*, known for its emotive, uplifting rock style and themes of courage and perseverance.
  • 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: [Maggie Cheung, 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 performances by stars such as Jet Li, Tony Leung, and Maggie Cheung.
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 performances by stars such as Jet Li, Tony Leung, and Maggie Cheung.
  • 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 1983 Hindi romantic action film directed by Subhash Ghai that became a major Bollywood hit and launched Jackie Shroff to stardom.
  • C. Hero
    "Hero" is a film featuring actor Andy García, known for its dramatic exploration of heroism, media sensationalism, and moral ambiguity.
  • 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 rock ballad best known as the theme song for the 2002 film Spider-Man, performed by Chad Kroeger featuring Josey Scott.
  • 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_69e0c47e2e5c81909a7f74ce3de50911 completed April 16, 2026, 11:14 a.m.
NER Named-entity recognition batch_69f1242515ec8190b015bf8c7b13be85 completed April 28, 2026, 9:18 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0a60ee7cc48190bf32574b758c6425 completed May 18, 2026, 12:44 a.m.
NEDg Description generation batch_6a0a6170bc5c8190b6b28e02675da476 completed May 18, 2026, 12:46 a.m.
NED2 Entity disambiguation (via description) batch_6a0a61f66a988190b07a9e36cacf44bf completed May 18, 2026, 12:48 a.m.
Created at: April 16, 2026, 7:56 p.m.