Triple

T5292014
Position Surface form Disambiguated ID Type / Status
Subject Rhonda Byrne E119763 entity
Predicate notableWork P4 FINISHED
Object Hero
Hero is a self-help book by Rhonda Byrne that continues the themes of The Secret, focusing on personal empowerment and achieving one's dreams.
 E119767 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: [Rhonda Byrne, notableWork, Hero]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Hero
Context triple: [Rhonda Byrne, notableWork, Hero]
  • A. Hero
    "Hero" is a song best known as the lead single from the music project Music Box.
  • 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: [Rhonda Byrne, notableWork, Hero]
Generated description
Hero is a self-help book by Rhonda Byrne that continues the themes of The Secret, focusing on personal empowerment and achieving one's dreams.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Hero
Target entity description: Hero is a self-help book by Rhonda Byrne that continues the themes of The Secret, focusing on personal empowerment and achieving one's dreams.
  • A. Hero chosen
    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 a contemporary gospel album by Kirk Franklin that blends choir-driven worship with R&B and hip-hop influences.
  • 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 song best known as the lead single from the music project Music Box.
  • 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_69bd446de5648190b313a90bd96730d2 completed March 20, 2026, 12:58 p.m.
NER Named-entity recognition batch_69bd84eccac481908ba3fe28c3908d1d completed March 20, 2026, 5:33 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf06f3c7508190be98e08cef130a4d completed March 21, 2026, 9 p.m.
NEDg Description generation batch_69bf07f9ef048190a5f726c1e603ccc9 completed March 21, 2026, 9:04 p.m.
NED2 Entity disambiguation (via description) batch_69bf08a498288190bbb8cb0f407ef896 completed March 21, 2026, 9:07 p.m.
Created at: March 20, 2026, 1:52 p.m.