Triple

T7910178
Position Surface form Disambiguated ID Type / Status
Subject Pete Murphy (Sneaky Pete) E183676 entity
Predicate infiltratesFamilyOf P79726 FINISHED
Object the Bernhardt family
The Bernhardt family is a fictional clan of bail bondsmen and small-time criminals central to the crime drama series "Sneaky Pete," whose operations and dynamics are disrupted when con man Marius Josipović assumes the identity of Pete Murphy to infiltrate them.
E700764 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: the Bernhardt family | Statement: [Pete Murphy (Sneaky Pete), infiltratesFamilyOf, the Bernhardt family]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: the Bernhardt family
Context triple: [Pete Murphy (Sneaky Pete), infiltratesFamilyOf, the Bernhardt family]
  • A. Biedenharn family
    The Biedenharn family is an American family best known for its role in the early bottling and distribution of Coca-Cola and for its philanthropic contributions, including the establishment of the Biedenharn Museum and Gardens.
  • B. Bernheim-Jeune family
    The Bernheim-Jeune family is a prominent French art-dealing dynasty known for its influential Paris gallery that championed major modern artists.
  • C. Bernstein family
    The Bernstein family is the prominent American musical and cultural family best known for including legendary composer and conductor Leonard Bernstein and his relatives.
  • D. Achenbach family
    The Achenbach family is a prominent American art-collecting family whose significant donations and patronage helped establish one of the leading graphic arts collections in the United States.
  • E. Fricker family
    The Fricker family is a historical German family best known for its connections to notable cultural and literary figures, including members like Edith Fricker.
  • 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: the Bernhardt family
Triple: [Pete Murphy (Sneaky Pete), infiltratesFamilyOf, the Bernhardt family]
Generated description
The Bernhardt family is a fictional clan of bail bondsmen and small-time criminals central to the crime drama series "Sneaky Pete," whose operations and dynamics are disrupted when con man Marius Josipović assumes the identity of Pete Murphy to infiltrate them.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: the Bernhardt family
Target entity description: The Bernhardt family is a fictional clan of bail bondsmen and small-time criminals central to the crime drama series "Sneaky Pete," whose operations and dynamics are disrupted when con man Marius Josipović assumes the identity of Pete Murphy to infiltrate them.
  • A. Biedenharn family
    The Biedenharn family is an American family best known for its role in the early bottling and distribution of Coca-Cola and for its philanthropic contributions, including the establishment of the Biedenharn Museum and Gardens.
  • B. Bernheim-Jeune family
    The Bernheim-Jeune family is a prominent French art-dealing dynasty known for its influential Paris gallery that championed major modern artists.
  • C. Bernstein family
    The Bernstein family is the prominent American musical and cultural family best known for including legendary composer and conductor Leonard Bernstein and his relatives.
  • D. Achenbach family
    The Achenbach family is a prominent American art-collecting family whose significant donations and patronage helped establish one of the leading graphic arts collections in the United States.
  • E. Fricker family
    The Fricker family is a historical German family best known for its connections to notable cultural and literary figures, including members like Edith Fricker.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: infiltratesFamilyOf
Context triple: [Pete Murphy (Sneaky Pete), infiltratesFamilyOf, the Bernhardt family]
  • A. identifiedAsFamilyIn
    Indicates that one entity is recognized or designated as a family member within the context of a specified group, record, or setting.
  • B. enemyFamily
    Indicates that two entities belong to families that are hostile or in conflict with each other.
  • C. familyOf
    Indicates a familial relationship exists between the entities, such as by blood, marriage, or adoption.
  • D. capturedFamilyBy
    Indicates that a family or family member has been taken into custody, control, or possession by another party.
  • E. containsFamily
    Indicates that one entity includes or encompasses members of a particular family group within it.
  • 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_69ca828dec0c81908b8f55a4dbbb53ff completed March 30, 2026, 2:02 p.m.
NER Named-entity recognition batch_69cb3a5db9508190bbe92673ef5a7861 completed March 31, 2026, 3:07 a.m.
NED1 Entity disambiguation (via context triple) batch_69cb5bd54f548190916bf00852f37224 completed March 31, 2026, 5:29 a.m.
NEDg Description generation batch_69cb78f72878819086092c9fe267e37f completed March 31, 2026, 7:34 a.m.
NED2 Entity disambiguation (via description) batch_69cbbf2a357081908ac2230f0dfd9cdc completed March 31, 2026, 12:33 p.m.
PD Predicate disambiguation batch_69cae92f9498819085277879e59aa072 completed March 30, 2026, 9:20 p.m.
PDg Predicate description generation batch_69caf7882b048190baa333af9f698590 completed March 30, 2026, 10:22 p.m.
Created at: March 30, 2026, 5:04 p.m.