Triple

T3944812
Position Surface form Disambiguated ID Type / Status
Subject George Michael Bluth E92119 entity
Predicate partOf P40 FINISHED
Object Bluth family
The Bluth family is the dysfunctional, eccentric central family in the television sitcom "Arrested Development," known for their wealth, legal troubles, and absurd interpersonal dynamics.
 E402626 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: Bluth family | Statement: [George Michael Bluth, partOf, Bluth family]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bluth family
Context triple: [George Michael Bluth, partOf, Bluth family]
  • A. Blunt family
    The Blunt family is a British family best known for its members’ prominence in the arts and public life, including actors, writers, and other cultural figures.
  • B. Cassadine family
    The Cassadine family is a powerful, long-running aristocratic dynasty and central villainous clan on the soap opera "General Hospital," known for their wealth, schemes, and dramatic feuds.
  • C. Aldrich family
    The Aldrich family is a prominent American political and business dynasty known for its influence in finance, industry, and public service across multiple generations.
  • D. Martin family
    The Martin family is a central, long-running fictional family on the soap opera "All My Children," known for its multigenerational storylines and key role in the series' drama.
  • E. Walker family
    The Walker family is a prominent American political and business dynasty closely connected to the Bush family through generations of influence and public service.
  • 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: Bluth family
Triple: [George Michael Bluth, partOf, Bluth family]
Generated description
The Bluth family is the dysfunctional, eccentric central family in the television sitcom "Arrested Development," known for their wealth, legal troubles, and absurd interpersonal dynamics.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bluth family
Target entity description: The Bluth family is the dysfunctional, eccentric central family in the television sitcom "Arrested Development," known for their wealth, legal troubles, and absurd interpersonal dynamics.
  • A. Blunt family
    The Blunt family is a British family best known for its members’ prominence in the arts and public life, including actors, writers, and other cultural figures.
  • B. Cassadine family
    The Cassadine family is a powerful, long-running aristocratic dynasty and central villainous clan on the soap opera "General Hospital," known for their wealth, schemes, and dramatic feuds.
  • C. Aldrich family
    The Aldrich family is a prominent American political and business dynasty known for its influence in finance, industry, and public service across multiple generations.
  • D. Martin family
    The Martin family is a central, long-running fictional family on the soap opera "All My Children," known for its multigenerational storylines and key role in the series' drama.
  • E. Walker family
    The Walker family is a prominent American political and business dynasty closely connected to the Bush family through generations of influence and public service.
  • 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_69aed965502c8190904ebad1203a4ae8 completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aef0d8841081908d2c1de8e5758017 completed March 9, 2026, 4:10 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5339869fc8190aee0805a8e2deac5 completed March 14, 2026, 10:08 a.m.
NEDg Description generation batch_69b5376d19bc81909dadce4a2efcd331 completed March 14, 2026, 10:24 a.m.
NED2 Entity disambiguation (via description) batch_69b538595d2481908812ab03cdb94659 completed March 14, 2026, 10:28 a.m.
Created at: March 9, 2026, 3:24 p.m.