Triple

T12361254
Position Surface form Disambiguated ID Type / Status
Subject Hillbilly Elegy E294740 entity
Predicate character P662 FINISHED
Object Beverly Vance
Beverly Vance is a central figure in J.D. Vance’s memoir "Hillbilly Elegy," portrayed as the troubled, often volatile mother whose struggles with addiction and instability profoundly shape the author’s upbringing.
E977315 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: Beverly Vance | Statement: [Hillbilly Elegy, character, Beverly Vance]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Beverly Vance
Context triple: [Hillbilly Elegy, character, Beverly Vance]
  • A. Beverly Archer
    Beverly Archer is an American television actress best known for her comedic roles in series such as "Mama’s Family" and "Major Dad."
  • B. Renee Montgomery
    Renee Montgomery is a former WNBA point guard, two-time league champion, and social justice advocate who later became a co-owner and executive of the Atlanta Dream.
  • C. Renée Ballard
    Renée Ballard is a tenacious Los Angeles Police Department detective who stars in Michael Connelly’s contemporary crime novels, often working the night shift while pursuing difficult, politically charged cases.
  • D. Margalo Gillmore
    Margalo Gillmore was an English-born American stage and film actress known for her sophisticated supporting roles in Broadway productions and classic Hollywood films of the mid-20th century.
  • E. Meredith Brown
    Meredith Brown is a fictional character known as the sister of Velvet Brown in Enid Bagnold’s novel "National Velvet."
  • 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: Beverly Vance
Triple: [Hillbilly Elegy, character, Beverly Vance]
Generated description
Beverly Vance is a central figure in J.D. Vance’s memoir "Hillbilly Elegy," portrayed as the troubled, often volatile mother whose struggles with addiction and instability profoundly shape the author’s upbringing.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Beverly Vance
Target entity description: Beverly Vance is a central figure in J.D. Vance’s memoir "Hillbilly Elegy," portrayed as the troubled, often volatile mother whose struggles with addiction and instability profoundly shape the author’s upbringing.
  • A. Beverly Archer
    Beverly Archer is an American television actress best known for her comedic roles in series such as "Mama’s Family" and "Major Dad."
  • B. Renee Montgomery
    Renee Montgomery is a former WNBA point guard, two-time league champion, and social justice advocate who later became a co-owner and executive of the Atlanta Dream.
  • C. Renée Ballard
    Renée Ballard is a tenacious Los Angeles Police Department detective who stars in Michael Connelly’s contemporary crime novels, often working the night shift while pursuing difficult, politically charged cases.
  • D. Margalo Gillmore
    Margalo Gillmore was an English-born American stage and film actress known for her sophisticated supporting roles in Broadway productions and classic Hollywood films of the mid-20th century.
  • E. Meredith Brown
    Meredith Brown is a fictional character known as the sister of Velvet Brown in Enid Bagnold’s novel "National Velvet."
  • 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_69d6ab6d8a4081908636601e69ddf262 completed April 8, 2026, 7:24 p.m.
NER Named-entity recognition batch_69d93f91a1908190a8a4fa9da3b47933 completed April 10, 2026, 6:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69f62ab9ea4c81908313b11716ad7c43 completed May 2, 2026, 4:47 p.m.
NEDg Description generation batch_69f62c569a6c8190aecf8a4c627d8893 completed May 2, 2026, 4:54 p.m.
NED2 Entity disambiguation (via description) batch_69f62d07d3148190a45542c8d43a7077 completed May 2, 2026, 4:57 p.m.
Created at: April 8, 2026, 9:54 p.m.