Triple

T1556724
Position Surface form Disambiguated ID Type / Status
Subject Bernadine Harris E33220 entity
Predicate friendOf P8712 FINISHED
Object Gloria Matthews
Gloria Matthews is a central character in Terry McMillan’s novel and the film adaptation "Waiting to Exhale," known as one of the four close friends whose personal and romantic lives drive the story.
 E102027 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 Matthews | Statement: [Bernadine Harris, friendOf, Gloria Matthews]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Gloria Matthews
Context triple: [Bernadine Harris, friendOf, Gloria Matthews]
  • A. 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.
  • B. 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.
  • C. Ruby Aldridge
    Ruby Aldridge is an American fashion model known for her runway and editorial work with major designers and magazines.
  • D. Claudia Wright
    Claudia Wright is known for being the former spouse of Tré Cool, the drummer of the American punk rock band Green Day.
  • E. Candy Clark
    Candy Clark is an American actress best known for her Academy Award–nominated role in the coming-of-age film "American Graffiti."
  • 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 Matthews
Triple: [Bernadine Harris, friendOf, Gloria Matthews]
Generated description
Gloria Matthews is a central character in Terry McMillan’s novel and the film adaptation "Waiting to Exhale," known as one of the four close friends whose personal and romantic lives drive the story.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Gloria Matthews
Target entity description: Gloria Matthews is a central character in Terry McMillan’s novel and the film adaptation "Waiting to Exhale," known as one of the four close friends whose personal and romantic lives drive the story.
  • A. Gloria Matthews chosen
    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.
  • B. 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.
  • C. Ruby Aldridge
    Ruby Aldridge is an American fashion model known for her runway and editorial work with major designers and magazines.
  • D. Claudia Wright
    Claudia Wright is known for being the former spouse of Tré Cool, the drummer of the American punk rock band Green Day.
  • E. Candy Clark
    Candy Clark is an American actress best known for her Academy Award–nominated role in the coming-of-age film "American Graffiti."
  • F. None of above.

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_69a885ef9cf48190b0af0f5ce3d02231 completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69a908704d208190937af41c6454df4e completed March 5, 2026, 4:37 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae02fafaac81908da419946e5a279d completed March 8, 2026, 11:15 p.m.
NEDg Description generation batch_69ae039a7c948190b8b4b4c2045007d3 completed March 8, 2026, 11:17 p.m.
NED2 Entity disambiguation (via description) batch_69ae04253a80819092c112faddec1de1 completed March 8, 2026, 11:20 p.m.
Created at: March 4, 2026, 7:27 p.m.