Triple

T19452938
Position Surface form Disambiguated ID Type / Status
Subject Larry Bloom E486658 entity
Predicate engagementStatusWith P135966 FINISHED
Object Piper Chapman — NE NERFINISHED

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: Piper Chapman | Statement: [Larry Bloom, engagementStatusWith, Piper Chapman]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Piper Chapman
Context triple: [Larry Bloom, engagementStatusWith, Piper Chapman]
  • A. Piper Chapman chosen
    Piper Chapman is the central protagonist of the television series "Orange Is the New Black," a privileged woman whose life is upended when she is sent to a women's prison, forcing her to confront issues of identity, morality, and systemic injustice.
  • B. Beverly Vance
    Beverly Vance is a central figure in J.D. Vance’s memoir "Hillbilly Elegy," portrayed as the troubled, often volatile mother whose struggles with addiction and instability profoundly shape the author’s upbringing.
  • C. Megan Draper
    Megan Draper is a character on the television series "Mad Men," known as Don Draper’s second wife and an aspiring actress who transitions from copywriter to performer.
  • D. Kate Pearson
    Kate Pearson is a central character in the television drama "This Is Us," known for her emotional journey dealing with family dynamics, body image, and personal growth.
  • E. Sarah Chapman
    Sarah Chapman is an American businesswoman and skincare entrepreneur best known for her longtime relationship with Sean "Diddy" Combs and as the mother of his daughter Chance Combs.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
PD Predicate disambiguation gpt-5-mini-2025-08-07 
Target predicate: engagementStatusWith
Context triple: [Larry Bloom, engagementStatusWith, Piper Chapman]
  • A. interactionStatus
    Indicates the current state or condition of an interaction or exchange occurring between entities.
  • B. engagedBy
    Indicates that an entity is actively involved, occupied, or participating in an activity, process, or interaction initiated or provided by another entity.
  • C. engagementOf
    Indicates a relationship where an engagement, commitment, or formal involvement is associated with or attributed to a specific entity.
  • D. engagementType
    Indicates the specific kind or category of engagement or interaction that occurs between the related entities.
  • E. engagementTo
    Indicates a formal promise or commitment between two entities to enter into a future partnership or binding relationship.
  • F. None of above. chosen

Provenance (4 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_69d8e8d86d608190bd199a98d0297f27 completed April 10, 2026, 12:11 p.m.
NER Named-entity recognition batch_69e6339407a08190a3e0213bfbb4df3d completed April 20, 2026, 2:09 p.m.
PD Predicate disambiguation batch_69e4fd7499a4819082bec0be8afba35c completed April 19, 2026, 4:06 p.m.
PDg Predicate description generation batch_69e5004c23308190a087b7941a90725f completed April 19, 2026, 4:18 p.m.
Created at: April 10, 2026, 1:38 p.m.