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.