Triple

T206068
Position Surface form Disambiguated ID Type / Status
Subject Waiting to Exhale E4612 entity
Predicate mainCharacter P1183 FINISHED
Object 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.
 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: [Waiting to Exhale, mainCharacter, Gloria Matthews]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Gloria Matthews
Context triple: [Waiting to Exhale, mainCharacter, Gloria Matthews]
  • A. Margo Anderson
    Margo Anderson is best known as a former wife of American country music star Kenny Rogers.
  • B. Sharon Black
    Sharon Black is a notable individual whose achievements or public presence have made the surname Black recognizable in her context.
  • C. Mary Grace Slattery
    Mary Grace Slattery was the first wife of American playwright Arthur Miller, whom he married before achieving his major theatrical success.
  • D. Lucille Wilson
    Lucille Wilson was the fourth wife of jazz legend Louis Armstrong, known for her long marriage to him and for preserving and promoting his legacy.
  • E. Mary Lee Woods
    Mary Lee Woods was a British mathematician and computer scientist who worked on early computers at Ferranti and was the mother of World Wide Web inventor Tim Berners-Lee.
  • 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: [Waiting to Exhale, mainCharacter, Gloria Matthews]
Generated description
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.
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 its film adaptation "Waiting to Exhale," portrayed as a single mother navigating love, self-worth, and friendship.
  • A. Margo Anderson
    Margo Anderson is best known as a former wife of American country music star Kenny Rogers.
  • B. Sharon Black
    Sharon Black is a notable individual whose achievements or public presence have made the surname Black recognizable in her context.
  • C. Mary Grace Slattery
    Mary Grace Slattery was the first wife of American playwright Arthur Miller, whom he married before achieving his major theatrical success.
  • D. Lucille Wilson
    Lucille Wilson was the fourth wife of jazz legend Louis Armstrong, known for her long marriage to him and for preserving and promoting his legacy.
  • E. Mary Lee Woods
    Mary Lee Woods was a British mathematician and computer scientist who worked on early computers at Ferranti and was the mother of World Wide Web inventor Tim Berners-Lee.
  • 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_69a25737567c81908f9c505300239181 completed Feb. 28, 2026, 2:47 a.m.
NER Named-entity recognition batch_69a25c04e42481909e957cb34dc02731 completed Feb. 28, 2026, 3:07 a.m.
NED1 Entity disambiguation (via context triple) batch_69a7a39f98a88190907752f3df1e126c completed March 4, 2026, 3:14 a.m.
NEDg Description generation batch_69a7a62fde3c8190a9d7fd599d87e751 completed March 4, 2026, 3:25 a.m.
NED2 Entity disambiguation (via description) batch_69a7a696bd148190a73865dea296b8f1 completed March 4, 2026, 3:27 a.m.
Created at: Feb. 28, 2026, 2:51 a.m.