Triple

T10610741

Position	Surface form	Disambiguated ID	Type / Status
Subject	Bonnie Grape	`E275998`	entity
Predicate	basedOn	`P98`	FINISHED
Object	Bonnie Grape (character in the novel What's Eating Gilbert Grape) Bonnie Grape is the morbidly obese, housebound mother in "What's Eating Gilbert Grape," whose physical and emotional struggles profoundly shape the lives of her children, especially Gilbert.	`E874358`	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 Grape (character in the novel What's Eating Gilbert Grape) | Statement: [Bonnie Grape, basedOn, Bonnie Grape (character in the novel What's Eating Gilbert Grape)]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Bonnie Grape (character in the novel What's Eating Gilbert Grape)
Context triple: [Bonnie Grape, basedOn, Bonnie Grape (character in the novel What's Eating Gilbert Grape)]

A. Roberta Muldoon in The World According to Garp
Roberta Muldoon in *The World According to Garp* is a former professional football player who has transitioned and become a compassionate, supportive friend to the protagonist in both John Irving’s novel and its film adaptation.
B. Bonnie
Bonnie is a feminine given name of Scottish origin, often associated with attractiveness and charm.
C. Bonnie
"Bonnie" is a lesser-known television project associated with David Letterman's production company, Worldwide Pants Incorporated.
D. Ninny Threadgoode in Fried Green Tomatoes
Ninny Threadgoode in *Fried Green Tomatoes* is the warm, storytelling elderly woman whose reminiscences at a nursing home frame the film’s narrative and reveal the intertwined lives of the characters in Whistle Stop, Alabama.
E. Evelyn Couch in Fried Green Tomatoes
Evelyn Couch in "Fried Green Tomatoes" is a timid, middle-aged Southern housewife who undergoes a profound personal awakening and gains confidence through an unexpected friendship and the empowering stories she hears.
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 Grape (character in the novel What's Eating Gilbert Grape)
Triple: [Bonnie Grape, basedOn, Bonnie Grape (character in the novel What's Eating Gilbert Grape)]

Generated description

Bonnie Grape is the morbidly obese, housebound mother in "What's Eating Gilbert Grape," whose physical and emotional struggles profoundly shape the lives of her children, especially Gilbert.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Bonnie Grape (character in the novel What's Eating Gilbert Grape)
Target entity description: Bonnie Grape is the morbidly obese, housebound mother in "What's Eating Gilbert Grape," whose physical and emotional struggles profoundly shape the lives of her children, especially Gilbert.

A. Roberta Muldoon in The World According to Garp
Roberta Muldoon in *The World According to Garp* is a former professional football player who has transitioned and become a compassionate, supportive friend to the protagonist in both John Irving’s novel and its film adaptation.
B. Bonnie
Bonnie is a feminine given name of Scottish origin, often associated with attractiveness and charm.
C. Bonnie
"Bonnie" is a lesser-known television project associated with David Letterman's production company, Worldwide Pants Incorporated.
D. Ninny Threadgoode in Fried Green Tomatoes
Ninny Threadgoode in *Fried Green Tomatoes* is the warm, storytelling elderly woman whose reminiscences at a nursing home frame the film’s narrative and reveal the intertwined lives of the characters in Whistle Stop, Alabama.
E. Evelyn Couch in Fried Green Tomatoes
Evelyn Couch in "Fried Green Tomatoes" is a timid, middle-aged Southern housewife who undergoes a profound personal awakening and gains confidence through an unexpected friendship and the empowering stories she hears.
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_69d6aaf948d88190806cc3a8c47a3fb2`	completed	April 8, 2026, 7:22 p.m.
NER	Named-entity recognition	`batch_69d6df59468881909b0c67d3f08c4b76`	completed	April 8, 2026, 11:06 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69d95ec61b388190adee9b3577567709`	completed	April 10, 2026, 8:34 p.m.
NEDg	Description generation	`batch_69d95f81955c8190b629d57a034a4b76`	completed	April 10, 2026, 8:37 p.m.
NED2	Entity disambiguation (via description)	`batch_69d961047a78819088094e02c0b99f60`	completed	April 10, 2026, 8:43 p.m.

Created at: April 8, 2026, 7:32 p.m.