Triple

T33729237
Position Surface form Disambiguated ID Type / Status
Subject The Big Four E864226 entity
Predicate notableAntagonistGroupMember P206653 FINISHED
Object Li Chang Yen
Li Chang Yen is the shadowy criminal mastermind and unseen leader of the titular conspiracy in Agatha Christie's detective novel "The Big Four."
 E2073031 NE FINISHED

How this triple was built (3 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: Li Chang Yen | Statement: [The Big Four, notableAntagonistGroupMember, Li Chang Yen]
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: Li Chang Yen
Triple: [The Big Four, notableAntagonistGroupMember, Li Chang Yen]
Generated description
Li Chang Yen is the shadowy criminal mastermind and unseen leader of the titular conspiracy in Agatha Christie's detective novel "The Big Four."
PD Predicate disambiguation gpt-5-mini-2025-08-07 
Target predicate: notableAntagonistGroupMember
Context triple: [The Big Four, notableAntagonistGroupMember, Li Chang Yen]
  • A. notableAfterguardMember
    Indicates that an individual is recognized as a prominent or distinguished member of a ship’s afterguard (the senior or aft-deck crew).
  • B. notableAdversary
    Indicates that one entity is recognized as a significant or prominent opponent or rival of another entity.
  • C. antagonistAlterEgoOf
    Indicates that one entity serves as the primary opposing force or enemy of another entity’s alternate identity or secret persona.
  • D. featuresAntagonistNationality
    Indicates that the work includes an antagonist whose nationality matches the specified country.
  • E. leadAntagonistCharacter
    Indicates that one character serves as the primary opposing or villainous force in relation to another entity in the narrative.
  • F. None of above. chosen

Provenance (7 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_69f3498a64cc8190b4b414c67b280d93 completed April 30, 2026, 12:22 p.m.
NER Named-entity recognition batch_6a037e0953908190b2930b3c06a40129 completed May 12, 2026, 7:22 p.m.
NED1 Entity disambiguation (via context triple) batch_6a368225186c819098f713422eb974a0 completed June 20, 2026, 12:05 p.m.
NEDg Description generation batch_6a36834ad8008190a2a7400e18e244ba completed June 20, 2026, 12:10 p.m.
NED2 Entity disambiguation (via description) batch_6a36845c22bc819083a9cbe9c3f3be9a completed June 20, 2026, 12:15 p.m.
PD Predicate disambiguation batch_6a0379f6c3308190b954f7810214ceed completed May 12, 2026, 7:05 p.m.
PDg Predicate description generation batch_6a037e07fe4481909ca21eae7a941ee7 completed May 12, 2026, 7:22 p.m.
Created at: May 1, 2026, 1:44 a.m.