Triple

T1408649
Position Surface form Disambiguated ID Type / Status
Subject All in the Family E31753 entity
Predicate mainCharacter P1183 FINISHED
Object Gloria Stivic
Gloria Stivic is a central character on the classic American sitcom "All in the Family," known as the spirited, liberal daughter of Archie and Edith Bunker and wife of Michael "Meathead" Stivic.
E164738 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: Gloria Stivic | Statement: [All in the Family, mainCharacter, Gloria Stivic]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Gloria Stivic
Context triple: [All in the Family, mainCharacter, Gloria Stivic]
  • A. Edith Bunker
    Edith Bunker is a kind-hearted, naive, and long-suffering wife and mother from the classic American sitcom "All in the Family," known for her distinctive voice and gentle demeanor.
  • B. Clair Huxtable
    Clair Huxtable is the sharp, elegant, and no-nonsense lawyer and mother from the classic American sitcom "The Cosby Show."
  • C. 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."
  • D. Joyce Byers
    Joyce Byers is a determined and fiercely protective mother in the sci-fi horror series "Stranger Things," known for her relentless efforts to uncover the truth behind her son Will's disappearance and the supernatural events in Hawkins.
  • E. Carol Peletier
    Carol Peletier is a central survivor in The Walking Dead known for her dramatic evolution from an abused, timid housewife into a hardened, resourceful, and emotionally complex leader.
  • 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: Gloria Stivic
Triple: [All in the Family, mainCharacter, Gloria Stivic]
Generated description
Gloria Stivic is a central character on the classic American sitcom "All in the Family," known as the spirited, liberal daughter of Archie and Edith Bunker and wife of Michael "Meathead" Stivic.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Gloria Stivic
Target entity description: Gloria Stivic is a central character on the classic American sitcom "All in the Family," known as the spirited, liberal daughter of Archie and Edith Bunker and wife of Michael "Meathead" Stivic.
  • A. Edith Bunker
    Edith Bunker is a kind-hearted, naive, and long-suffering wife and mother from the classic American sitcom "All in the Family," known for her distinctive voice and gentle demeanor.
  • B. Clair Huxtable
    Clair Huxtable is the sharp, elegant, and no-nonsense lawyer and mother from the classic American sitcom "The Cosby Show."
  • C. 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."
  • D. Joyce Byers
    Joyce Byers is a determined and fiercely protective mother in the sci-fi horror series "Stranger Things," known for her relentless efforts to uncover the truth behind her son Will's disappearance and the supernatural events in Hawkins.
  • E. Carol Peletier
    Carol Peletier is a central survivor in The Walking Dead known for her dramatic evolution from an abused, timid housewife into a hardened, resourceful, and emotionally complex leader.
  • 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_69a49918e1f88190ba610f9dc8114578 completed March 1, 2026, 7:52 p.m.
NER Named-entity recognition batch_69a4c3c10f44819085e1c4601423740d completed March 1, 2026, 10:54 p.m.
NED1 Entity disambiguation (via context triple) batch_69ad08ae530081909695bde0d9c46d41 completed March 8, 2026, 5:27 a.m.
NEDg Description generation batch_69ad0975b0c4819095a36f833e15fdae completed March 8, 2026, 5:30 a.m.
NED2 Entity disambiguation (via description) batch_69ad0a1df32c81908bf57911901f3f9c completed March 8, 2026, 5:33 a.m.
Created at: March 1, 2026, 7:59 p.m.