Triple
T12361255
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hillbilly Elegy |
E294740
|
entity |
| Predicate | character |
P662
|
FINISHED |
| Object |
Bonnie "Mamaw" Vance
Bonnie "Mamaw" Vance is the tough, foul-mouthed, and fiercely protective grandmother who serves as the emotional anchor and moral compass in J.D. Vance’s memoir *Hillbilly Elegy*.
|
E977316
|
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: Bonnie "Mamaw" Vance | Statement: [Hillbilly Elegy, character, Bonnie "Mamaw" Vance]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bonnie "Mamaw" Vance Context triple: [Hillbilly Elegy, character, Bonnie "Mamaw" Vance]
-
A.
Eunice Burns
Eunice Burns is a comedic character from the 1972 screwball film "What's Up, Doc?", known as the prim and long-suffering fiancée of Ryan O'Neal's character.
-
B.
Mother Rigby
Mother Rigby is a witch from Nathaniel Hawthorne’s short story “Feathertop,” known for animating a scarecrow to life as part of a moral allegory about vanity and illusion.
-
C.
Mabel McVey
Mabel McVey is a British-Swedish pop and R&B singer and songwriter known for hits like "Don't Call Me Up" and "Mad Love."
-
D.
Mary Haines
Mary Haines is the gracious, upper-class New York wife and mother whose marital troubles and friendships drive the plot of the 1939 film "The Women."
-
E.
Maxine Sneed
Maxine Sneed is a Canadian editor and the former wife of comedian and actor Tommy Chong.
- 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: Bonnie "Mamaw" Vance Triple: [Hillbilly Elegy, character, Bonnie "Mamaw" Vance]
Generated description
Bonnie "Mamaw" Vance is the tough, foul-mouthed, and fiercely protective grandmother who serves as the emotional anchor and moral compass in J.D. Vance’s memoir *Hillbilly Elegy*.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bonnie "Mamaw" Vance Target entity description: Bonnie "Mamaw" Vance is the tough, foul-mouthed, and fiercely protective grandmother who serves as the emotional anchor and moral compass in J.D. Vance’s memoir *Hillbilly Elegy*.
-
A.
Eunice Burns
Eunice Burns is a comedic character from the 1972 screwball film "What's Up, Doc?", known as the prim and long-suffering fiancée of Ryan O'Neal's character.
-
B.
Mother Rigby
Mother Rigby is a witch from Nathaniel Hawthorne’s short story “Feathertop,” known for animating a scarecrow to life as part of a moral allegory about vanity and illusion.
-
C.
Mabel McVey
Mabel McVey is a British-Swedish pop and R&B singer and songwriter known for hits like "Don't Call Me Up" and "Mad Love."
-
D.
Mary Haines
Mary Haines is the gracious, upper-class New York wife and mother whose marital troubles and friendships drive the plot of the 1939 film "The Women."
-
E.
Maxine Sneed
Maxine Sneed is a Canadian editor and the former wife of comedian and actor Tommy Chong.
- 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.