Triple

T7072747
Position Surface form Disambiguated ID Type / Status
Subject Gloria Stivic E164738 entity
Predicate nickname P55 FINISHED
Object Gloria Bunker
Gloria Bunker is a central character from the classic American sitcom "All in the Family," known as the spirited and idealistic daughter of Archie and Edith Bunker and wife of Michael Stivic.
 E642154 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 Bunker | Statement: [Gloria Stivic, nickname, Gloria Bunker]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Gloria Bunker
Context triple: [Gloria Stivic, nickname, Gloria Bunker]
  • A. Rita Taggart
    Rita Taggart is an American actress known for her character roles in film and television since the 1970s.
  • B. Lyda Bunker
    Lyda Bunker was the first wife of Texas oil tycoon Haroldson Lafayette Hunt and the mother of several of his children, connected to one of the era’s largest oil fortunes.
  • C. Marla Gibbs
    Marla Gibbs is an American actress and comedian best known for her Emmy-nominated role as the sharp-tongued maid Florence Johnston on the classic sitcom "The Jeffersons."
  • D. Vicki Harper
    Vicki Harper is known as the former spouse of Australian film director Phillip Noyce.
  • E. Amy Prentiss
    Amy Prentiss is a 1970s American television crime drama series featuring Jessica Walter as a pioneering female chief of detectives in San Francisco.
  • 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 Bunker
Triple: [Gloria Stivic, nickname, Gloria Bunker]
Generated description
Gloria Bunker is a central character from the classic American sitcom "All in the Family," known as the spirited and idealistic daughter of Archie and Edith Bunker and wife of Michael Stivic.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Gloria Bunker
Target entity description: Gloria Bunker is a central character from the classic American sitcom "All in the Family," known as the spirited and idealistic daughter of Archie and Edith Bunker and wife of Michael Stivic.
  • A. Rita Taggart
    Rita Taggart is an American actress known for her character roles in film and television since the 1970s.
  • B. Lyda Bunker
    Lyda Bunker was the first wife of Texas oil tycoon Haroldson Lafayette Hunt and the mother of several of his children, connected to one of the era’s largest oil fortunes.
  • C. Marla Gibbs
    Marla Gibbs is an American actress and comedian best known for her Emmy-nominated role as the sharp-tongued maid Florence Johnston on the classic sitcom "The Jeffersons."
  • D. Vicki Harper
    Vicki Harper is known as the former spouse of Australian film director Phillip Noyce.
  • E. Amy Prentiss
    Amy Prentiss is a 1970s American television crime drama series featuring Jessica Walter as a pioneering female chief of detectives in San Francisco.
  • 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_69c6887b96548190a8a9b3ac8adf4119 completed March 27, 2026, 1:39 p.m.
NER Named-entity recognition batch_69c6e4cb76548190bd98876f8ba925b7 completed March 27, 2026, 8:12 p.m.
NED1 Entity disambiguation (via context triple) batch_69c79c8a1d788190b9ad25d6e6c460f7 completed March 28, 2026, 9:16 a.m.
NEDg Description generation batch_69c79d7f00ac8190aa288fe93a3e577a completed March 28, 2026, 9:21 a.m.
NED2 Entity disambiguation (via description) batch_69c79e30940c8190a1bcebc840a4990f completed March 28, 2026, 9:24 a.m.
Created at: March 27, 2026, 2:39 p.m.