Triple

T16685604
Position Surface form Disambiguated ID Type / Status
Subject Subhash Ghai E405454 entity
Predicate notableWork P4 FINISHED
Object 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.
E1228632 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: [Subhash Ghai, notableWork, Hero]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hero
Context triple: [Subhash Ghai, 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: [Subhash Ghai, notableWork, Hero]
Generated description
"Hero" is a 1983 Hindi romantic action film directed by Subhash Ghai that became a major Bollywood hit and launched Jackie Shroff to stardom.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hero
Target entity description: "Hero" is a 1983 Hindi romantic action film directed by Subhash Ghai that became a major Bollywood hit and launched Jackie Shroff to stardom.
  • A. Hero
    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 film featuring actor Andy García, known for its dramatic exploration of heroism, media sensationalism, and moral ambiguity.
  • C. Hero
    "Hero" is a song best known as the lead single from the music project Music Box.
  • D. Hero
    "Hero" is a popular song best known as a standout track from the musical duo Good for You.
  • E. 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.
  • 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_69d8838c28748190b3f5967c743940ab completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e37ea550c0819085bd36c44237a61a completed April 18, 2026, 12:52 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0091966fbc81908cd1db230ddbb82b completed May 10, 2026, 2:09 p.m.
NEDg Description generation batch_6a00920dd72c8190b30d4edd779e7029 completed May 10, 2026, 2:11 p.m.
NED2 Entity disambiguation (via description) batch_6a0092e322d08190862ae42a28c9e5cf completed May 10, 2026, 2:14 p.m.
Created at: April 10, 2026, 5:19 a.m.