Triple

T8750800
Position Surface form Disambiguated ID Type / Status
Subject Central Iowa E207951 entity
Predicate hasCity P316 FINISHED
Object Clarion, Iowa
Clarion, Iowa is a small city in north-central Iowa that serves as the county seat of Wright County and a local hub for agriculture and community services.
E755233 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: Clarion, Iowa | Statement: [Central Iowa, hasCity, Clarion, Iowa]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Clarion, Iowa
Context triple: [Central Iowa, hasCity, Clarion, Iowa]
  • A. Clarinda, Iowa
    Clarinda, Iowa is a small city in Page County known as the birthplace of big band leader Glenn Miller and home to the Clarinda Correctional Facility.
  • B. Clarence, Iowa
    Clarence, Iowa is a small rural city in eastern Iowa known for its agricultural surroundings and tight-knit community.
  • C. McClelland, Iowa
    McClelland, Iowa is a small rural community located in Pottawattamie County in the western part of the state.
  • D. Carlisle, Iowa
    Carlisle, Iowa is a small city in central Iowa that serves as a residential community near the Des Moines metropolitan area.
  • E. Wheatland, Iowa
    Wheatland, Iowa is a small rural city in eastern Iowa known for its agricultural community and location within Clinton County.
  • 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: Clarion, Iowa
Triple: [Central Iowa, hasCity, Clarion, Iowa]
Generated description
Clarion, Iowa is a small city in north-central Iowa that serves as the county seat of Wright County and a local hub for agriculture and community services.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Clarion, Iowa
Target entity description: Clarion, Iowa is a small city in north-central Iowa that serves as the county seat of Wright County and a local hub for agriculture and community services.
  • A. Clarinda, Iowa
    Clarinda, Iowa is a small city in Page County known as the birthplace of big band leader Glenn Miller and home to the Clarinda Correctional Facility.
  • B. Clarence, Iowa
    Clarence, Iowa is a small rural city in eastern Iowa known for its agricultural surroundings and tight-knit community.
  • C. McClelland, Iowa
    McClelland, Iowa is a small rural community located in Pottawattamie County in the western part of the state.
  • D. Carlisle, Iowa
    Carlisle, Iowa is a small city in central Iowa that serves as a residential community near the Des Moines metropolitan area.
  • E. Wheatland, Iowa
    Wheatland, Iowa is a small rural city in eastern Iowa known for its agricultural community and location within Clinton County.
  • 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_69ca835bb2bc819084bb5906cb6ef7f8 completed March 30, 2026, 2:06 p.m.
NER Named-entity recognition batch_69cc5da774f4819099e5bfd12973d946 completed March 31, 2026, 11:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69cf431db5a88190a579b43370a8e887 completed April 3, 2026, 4:33 a.m.
NEDg Description generation batch_69cf45ff020c81909bfe20de50d3661a completed April 3, 2026, 4:45 a.m.
NED2 Entity disambiguation (via description) batch_69cf46ab85088190b12e6eb969f2c65b completed April 3, 2026, 4:48 a.m.
Created at: March 30, 2026, 6:39 p.m.