Triple

T14176427
Position Surface form Disambiguated ID Type / Status
Subject B.J. Thomas E351342 entity
Predicate spouse P13 FINISHED
Object Gloria Thomas
Gloria Thomas is best known as the longtime wife of American pop and country singer B.J. Thomas, with whom she shared both a personal and professional partnership.
E1110282 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 Thomas | Statement: [B.J. Thomas, spouse, Gloria Thomas]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Gloria Thomas
Context triple: [B.J. Thomas, spouse, Gloria Thomas]
  • A. Gloria Williams
    Gloria Williams is a singer best known as a member of the 1960s Detroit girl group The Del-Phis, an early incarnation of Martha and the Vandellas.
  • B. Gloria Gaines
    Gloria Gaines is the wife of longtime White House butler Cecil Gaines in the film "The Butler," serving as a central figure in his personal and family life.
  • C. Gloria Matthews
    Gloria Matthews is a central character in Terry McMillan’s novel and its film adaptation "Waiting to Exhale," portrayed as a single mother navigating love, self-worth, and friendship.
  • D. Gloria Hatrick McLean
    Gloria Hatrick McLean was an American actress and model best known as the longtime wife of Hollywood star James Stewart and for her involvement in social and charitable activities.
  • E. Gloria Gregory
    Gloria Gregory is a character in the film "Goodbye Bafana," which portrays the relationship between Nelson Mandela and his white prison guard during apartheid in South Africa.
  • 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 Thomas
Triple: [B.J. Thomas, spouse, Gloria Thomas]
Generated description
Gloria Thomas is best known as the longtime wife of American pop and country singer B.J. Thomas, with whom she shared both a personal and professional partnership.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Gloria Thomas
Target entity description: Gloria Thomas is best known as the longtime wife of American pop and country singer B.J. Thomas, with whom she shared both a personal and professional partnership.
  • A. Gloria Williams
    Gloria Williams is a singer best known as a member of the 1960s Detroit girl group The Del-Phis, an early incarnation of Martha and the Vandellas.
  • B. Gloria Gaines
    Gloria Gaines is the wife of longtime White House butler Cecil Gaines in the film "The Butler," serving as a central figure in his personal and family life.
  • C. Gloria Matthews
    Gloria Matthews is a central character in Terry McMillan’s novel and its film adaptation "Waiting to Exhale," portrayed as a single mother navigating love, self-worth, and friendship.
  • D. Gloria Hatrick McLean
    Gloria Hatrick McLean was an American actress and model best known as the longtime wife of Hollywood star James Stewart and for her involvement in social and charitable activities.
  • E. Gloria Gregory
    Gloria Gregory is a character in the film "Goodbye Bafana," which portrays the relationship between Nelson Mandela and his white prison guard during apartheid in South Africa.
  • 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_69d8278834a08190b0f1784e58d7b99c completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de61c76e8081909994b95b631100e9 completed April 14, 2026, 3:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69fda904f8ac8190a4206b6ab6ee812c completed May 8, 2026, 9:12 a.m.
NEDg Description generation batch_69fdb2eea66481908009c79d779734a6 completed May 8, 2026, 9:54 a.m.
NED2 Entity disambiguation (via description) batch_69fdb3b24320819098dd7fab0c3a0507 completed May 8, 2026, 9:58 a.m.
Created at: April 10, 2026, 1:02 a.m.