Triple

T6540420
Position Surface form Disambiguated ID Type / Status
Subject Marla Gibbs E168270 entity
Predicate role P268 FINISHED
Object Aunt Irma in The Hughleys
Aunt Irma in *The Hughleys* is a sharp-tongued, no-nonsense family matriarch character portrayed by Marla Gibbs on the sitcom.
E604182 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: Aunt Irma in The Hughleys | Statement: [Marla Gibbs, role, Aunt Irma in The Hughleys]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Aunt Irma in The Hughleys
Context triple: [Marla Gibbs, role, Aunt Irma in The Hughleys]
  • A. Aunt Myra
    Aunt Myra is a fussy, hypochondriacal relative in Louisa May Alcott’s novel "Eight Cousins," often providing comic relief and a contrast to the more progressive adults around the heroine, Rose.
  • B. Mrs. Mott in The Hand That Rocks the Cradle
    Mrs. Mott is the vengeful, psychopathic nanny and main antagonist in the 1992 psychological thriller film "The Hand That Rocks the Cradle."
  • C. Sally Cato in Auntie Mame
    Sally Cato in *Auntie Mame* is a snobbish, socially ambitious Southern relative who serves as a comic antagonist to the free-spirited Mame.
  • D. Aunt Imogene
    Aunt Imogene is a fictional character best known as a quirky, sharp-tongued aunt portrayed by British actress Frances de la Tour.
  • E. Louise Belcher
    Louise Belcher is the mischievous, sharp-tongued youngest daughter of the Belcher family in the animated TV series "Bob's Burgers," known for her pink bunny ear hat and scheming personality.
  • 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: Aunt Irma in The Hughleys
Triple: [Marla Gibbs, role, Aunt Irma in The Hughleys]
Generated description
Aunt Irma in *The Hughleys* is a sharp-tongued, no-nonsense family matriarch character portrayed by Marla Gibbs on the sitcom.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Aunt Irma in The Hughleys
Target entity description: Aunt Irma in *The Hughleys* is a sharp-tongued, no-nonsense family matriarch character portrayed by Marla Gibbs on the sitcom.
  • A. Aunt Myra
    Aunt Myra is a fussy, hypochondriacal relative in Louisa May Alcott’s novel "Eight Cousins," often providing comic relief and a contrast to the more progressive adults around the heroine, Rose.
  • B. Mrs. Mott in The Hand That Rocks the Cradle
    Mrs. Mott is the vengeful, psychopathic nanny and main antagonist in the 1992 psychological thriller film "The Hand That Rocks the Cradle."
  • C. Sally Cato in Auntie Mame
    Sally Cato in *Auntie Mame* is a snobbish, socially ambitious Southern relative who serves as a comic antagonist to the free-spirited Mame.
  • D. Aunt Imogene
    Aunt Imogene is a fictional character best known as a quirky, sharp-tongued aunt portrayed by British actress Frances de la Tour.
  • E. Louise Belcher
    Louise Belcher is the mischievous, sharp-tongued youngest daughter of the Belcher family in the animated TV series "Bob's Burgers," known for her pink bunny ear hat and scheming personality.
  • 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_69c68a51564081909e93aee0dbd9cca3 completed March 27, 2026, 1:46 p.m.
NER Named-entity recognition batch_69c6add7369c8190919cd7c07012a994 completed March 27, 2026, 4:18 p.m.
NED1 Entity disambiguation (via context triple) batch_69c6d53edf108190b74098b41c143a65 completed March 27, 2026, 7:06 p.m.
NEDg Description generation batch_69c6d6aba9688190ada4f921768e314e completed March 27, 2026, 7:12 p.m.
NED2 Entity disambiguation (via description) batch_69c6d837a5248190b0afb39174ac3922 completed March 27, 2026, 7:19 p.m.
Created at: March 27, 2026, 1:50 p.m.