Triple

T2352282
Position Surface form Disambiguated ID Type / Status
Subject Much Ado About Nothing (1993 film) E47474 entity
Predicate character P662 FINISHED
Object 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.
 E259335 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: [Much Ado About Nothing (1993 film), character, Hero]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Hero
Context triple: [Much Ado About Nothing (1993 film), character, 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 a song best known as the lead single from the music project Music Box.
  • C. Heroes
    Heroes is a non-fiction book by journalist John Pilger that critically examines political power, media complicity, and the individuals who resist oppression around the world.
  • D. He
    He is a common Chinese surname borne by numerous notable figures across politics, military, arts, and academia.
  • E. Hero Boy
    Hero Boy is the unnamed young protagonist of the animated Christmas film "The Polar Express," who embarks on a magical train journey that restores his belief in Santa Claus and the spirit of Christmas.
  • 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: [Much Ado About Nothing (1993 film), character, Hero]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Hero
Target entity description: 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.
  • 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 a song best known as the lead single from the music project Music Box.
  • C. Heroes
    Heroes is a non-fiction book by journalist John Pilger that critically examines political power, media complicity, and the individuals who resist oppression around the world.
  • D. He
    He is a common Chinese surname borne by numerous notable figures across politics, military, arts, and academia.
  • E. Hero Boy
    Hero Boy is the unnamed young protagonist of the animated Christmas film "The Polar Express," who embarks on a magical train journey that restores his belief in Santa Claus and the spirit of Christmas.
  • 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_69a88a1b678c8190bce986922ba60ce0 completed March 4, 2026, 7:38 p.m.
NER Named-entity recognition batch_69abc6f8ff548190b07505310e2bf0b9 completed March 7, 2026, 6:34 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae9631c9a481909a3051ac06afdca7 completed March 9, 2026, 9:43 a.m.
NEDg Description generation batch_69ae97f3e3348190824617b882a98146 completed March 9, 2026, 9:50 a.m.
NED2 Entity disambiguation (via description) batch_69ae98f57268819086c14006df46b794 completed March 9, 2026, 9:55 a.m.
Created at: March 4, 2026, 7:54 p.m.