Triple

T713059
Position Surface form Disambiguated ID Type / Status
Subject Arrested Development E14250 entity
Predicate mainCharacter P1183 FINISHED
Object Michael Bluth
Michael Bluth is the responsible, level-headed son who struggles to keep his wildly dysfunctional family and their failing real estate business together in the sitcom "Arrested Development."
 E84609 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: Michael Bluth | Statement: [Arrested Development, mainCharacter, Michael Bluth]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Michael Bluth
Context triple: [Arrested Development, mainCharacter, Michael Bluth]
  • A. Meg Griffin
    Meg Griffin is the often-mocked teenage daughter of the Griffin family in the animated television series "Family Guy," known for being a frequent target of ridicule and neglect.
  • B. Clair Huxtable
    Clair Huxtable is the sharp, elegant, and no-nonsense lawyer and mother from the classic American sitcom "The Cosby Show."
  • C. Peter Griffin
    Peter Griffin is the bumbling, often clueless patriarch of the Griffin family and main character of the animated television series "Family Guy."
  • D. Stewie Griffin
    Stewie Griffin is a diabolically intelligent, British-accented infant from the animated TV series "Family Guy," known for his advanced vocabulary, world-domination schemes, and dark humor.
  • E. Elaine Benes
    Elaine Benes is a sharp-tongued, quirky, and independent main character on the sitcom "Seinfeld," known for her distinctive dance moves, dating misadventures, and close friendship with Jerry Seinfeld.
  • 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: Michael Bluth
Triple: [Arrested Development, mainCharacter, Michael Bluth]
Generated description
Michael Bluth is the responsible, level-headed son who struggles to keep his wildly dysfunctional family and their failing real estate business together in the sitcom "Arrested Development."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Michael Bluth
Target entity description: Michael Bluth is the responsible, level-headed son who struggles to keep his wildly dysfunctional family and their failing real estate business together in the sitcom "Arrested Development."
  • A. Meg Griffin
    Meg Griffin is the often-mocked teenage daughter of the Griffin family in the animated television series "Family Guy," known for being a frequent target of ridicule and neglect.
  • B. Clair Huxtable
    Clair Huxtable is the sharp, elegant, and no-nonsense lawyer and mother from the classic American sitcom "The Cosby Show."
  • C. Peter Griffin
    Peter Griffin is the bumbling, often clueless patriarch of the Griffin family and main character of the animated television series "Family Guy."
  • D. Stewie Griffin
    Stewie Griffin is a diabolically intelligent, British-accented infant from the animated TV series "Family Guy," known for his advanced vocabulary, world-domination schemes, and dark humor.
  • E. Elaine Benes
    Elaine Benes is a sharp-tongued, quirky, and independent main character on the sitcom "Seinfeld," known for her distinctive dance moves, dating misadventures, and close friendship with Jerry Seinfeld.
  • 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_69a4934a36e081909e7abef98b898a4e completed March 1, 2026, 7:28 p.m.
NER Named-entity recognition batch_69a4a55ee4fc81909358659ec3bc435f completed March 1, 2026, 8:45 p.m.
NED1 Entity disambiguation (via context triple) batch_69a5dcb5578c8190b5380f1994fdb4d2 completed March 2, 2026, 6:53 p.m.
NEDg Description generation batch_69a601200cb08190927e83db83b3affe completed March 2, 2026, 9:29 p.m.
NED2 Entity disambiguation (via description) batch_69a601b8ee908190b7e617efe34f3d7a completed March 2, 2026, 9:31 p.m.
Created at: March 1, 2026, 7:36 p.m.