Triple

T196972
Position Surface form Disambiguated ID Type / Status
Subject Pottawattamie County, Iowa E3837 entity
Predicate hasUnincorporatedCommunity P6345 FINISHED
Object Weston, Iowa
Weston, Iowa is a small unincorporated rural community located in Pottawattamie County in the southwestern part of the state.
E30452 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: Weston, Iowa | Statement: [Pottawattamie County, Iowa, hasUnincorporatedCommunity, Weston, Iowa]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Weston, Iowa
Context triple: [Pottawattamie County, Iowa, hasUnincorporatedCommunity, Weston, Iowa]
  • A. McClelland, Iowa
    McClelland, Iowa is a small rural community located in Pottawattamie County in the western part of the state.
  • B. Underwood, Iowa
    Underwood, Iowa is a small rural city in western Iowa known for its close-knit community and agricultural surroundings.
  • C. Hancock, Iowa
    Hancock, Iowa is a small rural city located in western Iowa within Pottawattamie County.
  • D. Walnut, Iowa
    Walnut, Iowa is a small rural city in western Iowa known for its antique shops and historic downtown district.
  • E. Treynor, Iowa
    Treynor, Iowa is a small rural city in western Iowa known for its close-knit community and agricultural surroundings.
  • 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: Weston, Iowa
Triple: [Pottawattamie County, Iowa, hasUnincorporatedCommunity, Weston, Iowa]
Generated description
Weston, Iowa is a small unincorporated rural community located in Pottawattamie County in the southwestern part of the state.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Weston, Iowa
Target entity description: Weston, Iowa is a small unincorporated rural community located in Pottawattamie County in the southwestern part of the state.
  • A. McClelland, Iowa
    McClelland, Iowa is a small rural community located in Pottawattamie County in the western part of the state.
  • B. Underwood, Iowa
    Underwood, Iowa is a small rural city in western Iowa known for its close-knit community and agricultural surroundings.
  • C. Hancock, Iowa
    Hancock, Iowa is a small rural city located in western Iowa within Pottawattamie County.
  • D. Walnut, Iowa
    Walnut, Iowa is a small rural city in western Iowa known for its antique shops and historic downtown district.
  • E. Treynor, Iowa
    Treynor, Iowa is a small rural city in western Iowa known for its close-knit community and agricultural surroundings.
  • 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_69a2548debd48190ae3a06d6e65b53c6 completed Feb. 28, 2026, 2:35 a.m.
NER Named-entity recognition batch_69a25bc96aa081908ef74c9827c9aa48 completed Feb. 28, 2026, 3:06 a.m.
NED1 Entity disambiguation (via context triple) batch_69a3672e822c8190be0d6c0714034ff7 completed Feb. 28, 2026, 10:07 p.m.
NEDg Description generation batch_69a367bc6cb48190b5bc588db0833474 completed Feb. 28, 2026, 10:10 p.m.
NED2 Entity disambiguation (via description) batch_69a3681d99a881908ea8d2632ba2aab1 completed Feb. 28, 2026, 10:11 p.m.
Created at: Feb. 28, 2026, 2:41 a.m.