Triple

T2658392
Position Surface form Disambiguated ID Type / Status
Subject What's Eating Gilbert Grape E54667 entity
Predicate settingLocation P40 FINISHED
Object Endora, Iowa
Endora, Iowa is the fictional small Midwestern town that serves as the primary backdrop for the film "What's Eating Gilbert Grape."
E286421 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: Endora, Iowa | Statement: [What's Eating Gilbert Grape, settingLocation, Endora, Iowa]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Endora, Iowa
Context triple: [What's Eating Gilbert Grape, settingLocation, Endora, Iowa]
  • A. Eldon, Iowa
    Eldon, Iowa is a small town best known as the setting of Grant Wood’s iconic painting "American Gothic," featuring the now-famous white farmhouse.
  • B. Earling, Iowa
    Earling, Iowa is a small rural city in western Iowa known for its agricultural community and historic Catholic heritage.
  • C. Homestead, Iowa
    Homestead, Iowa is a small unincorporated community historically known as one of the seven villages of the Amana Colonies in eastern Iowa.
  • D. Underwood, Iowa
    Underwood, Iowa is a small rural city in western Iowa known for its close-knit community and agricultural surroundings.
  • E. Central City, Iowa
    Central City, Iowa is a small town in eastern Iowa situated along the Wapsipinicon River, known for its rural community character and annual local festivals.
  • 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: Endora, Iowa
Triple: [What's Eating Gilbert Grape, settingLocation, Endora, Iowa]
Generated description
Endora, Iowa is the fictional small Midwestern town that serves as the primary backdrop for the film "What's Eating Gilbert Grape."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Endora, Iowa
Target entity description: Endora, Iowa is the fictional small Midwestern town that serves as the primary backdrop for the film "What's Eating Gilbert Grape."
  • A. Eldon, Iowa
    Eldon, Iowa is a small town best known as the setting of Grant Wood’s iconic painting "American Gothic," featuring the now-famous white farmhouse.
  • B. Earling, Iowa
    Earling, Iowa is a small rural city in western Iowa known for its agricultural community and historic Catholic heritage.
  • C. Homestead, Iowa
    Homestead, Iowa is a small unincorporated community historically known as one of the seven villages of the Amana Colonies in eastern Iowa.
  • D. Underwood, Iowa
    Underwood, Iowa is a small rural city in western Iowa known for its close-knit community and agricultural surroundings.
  • E. Central City, Iowa
    Central City, Iowa is a small town in eastern Iowa situated along the Wapsipinicon River, known for its rural community character and annual local festivals.
  • 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_69ab49e028948190b97e01d73548b1d9 completed March 6, 2026, 9:40 p.m.
NER Named-entity recognition batch_69abd94dcaa48190aec625f68ce61a02 completed March 7, 2026, 7:52 a.m.
NED1 Entity disambiguation (via context triple) batch_69af98d535388190979a549dc2ce5f2f completed March 10, 2026, 4:06 a.m.
NEDg Description generation batch_69af99c237548190838559ccac95f1c5 completed March 10, 2026, 4:10 a.m.
NED2 Entity disambiguation (via description) batch_69af9a5938b48190820f37f2e2280438 completed March 10, 2026, 4:13 a.m.
Created at: March 6, 2026, 9:53 p.m.