Triple

T6106258
Position Surface form Disambiguated ID Type / Status
Subject Charles Boyle E136123 entity
Predicate formerFiancée P8718 FINISHED
Object Vivian Ludley
Vivian Ludley is a recurring character on the television series "Brooklyn Nine-Nine," known as Charles Boyle's ex-fiancée whose relationship with him significantly impacts his personal storyline.
 E649801 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: Vivian Ludley | Statement: [Charles Boyle, formerFiancée, Vivian Ludley]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Vivian Ludley
Context triple: [Charles Boyle, formerFiancée, Vivian Ludley]
  • A. Edith Luckett
    Edith Luckett was an American stage actress best known as the mother of Nancy Reagan, the future First Lady of the United States.
  • B. Elizabeth Alington
    Elizabeth Alington was a British aristocrat and the wife of Conservative politician and former UK Prime Minister Alec Douglas-Home.
  • C. Marjorie Wren
    Marjorie Wren was the second wife of Scottish editor and military officer Hugh Alexander Pollock, known primarily through her marriage to him.
  • D. Elisabeth Scott
    Elisabeth Scott was a pioneering British architect best known for designing the modernist Royal Shakespeare Theatre in Stratford-upon-Avon.
  • E. Muriel Deacon
    Muriel Deacon is a central family matriarch in the British dystopian drama series "Years and Years," known for anchoring the Lyons family through rapidly changing political and technological upheavals.
  • 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: Vivian Ludley
Triple: [Charles Boyle, formerFiancée, Vivian Ludley]
Generated description
Vivian Ludley is a recurring character on the television series "Brooklyn Nine-Nine," known as Charles Boyle's ex-fiancée whose relationship with him significantly impacts his personal storyline.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Vivian Ludley
Target entity description: Vivian Ludley is a recurring character on the television series "Brooklyn Nine-Nine," known as Charles Boyle's ex-fiancée whose relationship with him significantly impacts his personal storyline.
  • A. Edith Luckett
    Edith Luckett was an American stage actress best known as the mother of Nancy Reagan, the future First Lady of the United States.
  • B. Elizabeth Alington
    Elizabeth Alington was a British aristocrat and the wife of Conservative politician and former UK Prime Minister Alec Douglas-Home.
  • C. Marjorie Wren
    Marjorie Wren was the second wife of Scottish editor and military officer Hugh Alexander Pollock, known primarily through her marriage to him.
  • D. Elisabeth Scott
    Elisabeth Scott was a pioneering British architect best known for designing the modernist Royal Shakespeare Theatre in Stratford-upon-Avon.
  • E. Muriel Deacon
    Muriel Deacon is a central family matriarch in the British dystopian drama series "Years and Years," known for anchoring the Lyons family through rapidly changing political and technological upheavals.
  • 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_69c0087dee9881909e3655be88208c01 completed March 22, 2026, 3:19 p.m.
NER Named-entity recognition batch_69c05b806bd48190b6f020af3391adb8 completed March 22, 2026, 9:13 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7cb9f421081908b9df22decae8923 completed March 28, 2026, 12:37 p.m.
NEDg Description generation batch_69c7ccafd63c81908e5eab61ed615180 completed March 28, 2026, 12:42 p.m.
NED2 Entity disambiguation (via description) batch_69c7cd9966e481909eb3c23bb59777d9 completed March 28, 2026, 12:46 p.m.
Created at: March 22, 2026, 4:13 p.m.