Triple

T18135639
Position Surface form Disambiguated ID Type / Status
Subject Liberty Valance E434127 entity
Predicate hasEnforcer P99763 FINISHED
Object Floyd (henchman)
Floyd is a minor henchman character who serves as one of Liberty Valance’s hired guns in the Western story “The Man Who Shot Liberty Valance.”
E1307499 NE FINISHED

How this triple was built (5 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: Floyd (henchman) | Statement: [Liberty Valance, hasEnforcer, Floyd (henchman)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Floyd (henchman)
Context triple: [Liberty Valance, hasEnforcer, Floyd (henchman)]
  • A. Felonius
    Felonius is the full first name of Gru, the main supervillain-turned-hero character in the Despicable Me animated film series.
  • B. Marcellus Wiley
    Marcellus Wiley is a former NFL defensive end and later sports media personality who played college football at Columbia University.
  • C. Mickey Goldmill
    Mickey Goldmill is the gruff, old-school boxing trainer and mentor of Rocky Balboa in the "Rocky" film series.
  • D. Alvin Marsh
    Alvin Marsh is a character from Stephen King's novel "It," known as Beverly Marsh's abusive and controlling father.
  • E. Wallace Hardison
    Wallace Hardison was an American oil pioneer and businessman best known as a co-founder of major early petroleum companies that evolved into Unocal.
  • 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: Floyd (henchman)
Triple: [Liberty Valance, hasEnforcer, Floyd (henchman)]
Generated description
Floyd is a minor henchman character who serves as one of Liberty Valance’s hired guns in the Western story “The Man Who Shot Liberty Valance.”
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Floyd (henchman)
Target entity description: Floyd is a minor henchman character who serves as one of Liberty Valance’s hired guns in the Western story “The Man Who Shot Liberty Valance.”
  • A. Felonius
    Felonius is the full first name of Gru, the main supervillain-turned-hero character in the Despicable Me animated film series.
  • B. Marcellus Wiley
    Marcellus Wiley is a former NFL defensive end and later sports media personality who played college football at Columbia University.
  • C. Mickey Goldmill
    Mickey Goldmill is the gruff, old-school boxing trainer and mentor of Rocky Balboa in the "Rocky" film series.
  • D. Alvin Marsh
    Alvin Marsh is a character from Stephen King's novel "It," known as Beverly Marsh's abusive and controlling father.
  • E. Wallace Hardison
    Wallace Hardison was an American oil pioneer and businessman best known as a co-founder of major early petroleum companies that evolved into Unocal.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasEnforcer
Context triple: [Liberty Valance, hasEnforcer, Floyd (henchman)]
  • A. hasEnforcerCharacter chosen
    Indicates that an entity includes or is associated with a character who acts as an enforcer, carrying out enforcement or coercive roles on its behalf.
  • B. canEnforce
    Indicates that one entity has the authority or capability to compel compliance with rules, decisions, or obligations upon another entity.
  • C. alsoEnforcedBy
    Indicates that the same rule, policy, or constraint is enforced by an additional authority, mechanism, or entity beyond the primary one.
  • D. enforcedOn
    Indicates that a rule, policy, or constraint is applied with authority to a particular target or subject.
  • E. enforcementModel
    Indicates the method or framework by which rules, policies, or constraints are applied, monitored, and enforced within a system or interaction.
  • F. None of above.

Provenance (6 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_69d8b909e8cc81908df4cc2b8ea6d11f completed April 10, 2026, 8:47 a.m.
NER Named-entity recognition batch_69e4de0677088190aaf584882b3d74a1 completed April 19, 2026, 1:52 p.m.
NED1 Entity disambiguation (via context triple) batch_6a03854b5f0c8190b98070b06f67a766 completed May 12, 2026, 7:53 p.m.
NEDg Description generation batch_6a03861898948190b3ada048d9ea274c completed May 12, 2026, 7:57 p.m.
NED2 Entity disambiguation (via description) batch_6a0386b90e308190807af4d407840985 completed May 12, 2026, 7:59 p.m.
PD Predicate disambiguation batch_69e43317d11c81908d1dc14921566b47 completed April 19, 2026, 1:42 a.m.
Created at: April 10, 2026, 10:29 a.m.