Triple

T8750784
Position Surface form Disambiguated ID Type / Status
Subject Central Iowa E207951 entity
Predicate hasCity P316 FINISHED
Object Osceola, Iowa
Osceola, Iowa is a small city in south-central Iowa that serves as the county seat of Clarke County and a regional hub for transportation and local commerce.
E758836 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: Osceola, Iowa | Statement: [Central Iowa, hasCity, Osceola, Iowa]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Osceola, Iowa
Context triple: [Central Iowa, hasCity, Osceola, Iowa]
  • A. Osage, Iowa
    Osage, Iowa is a small city in northern Iowa known as the administrative and commercial hub of Mitchell County.
  • B. Ocheyedan, Iowa
    Ocheyedan, Iowa is a small rural city in northwestern Iowa known for its agricultural surroundings and proximity to the Ocheyedan Mound, one of the state's notable natural landmarks.
  • C. Ossian, Iowa
    Ossian, Iowa is a small rural city located in northeastern Iowa within Winneshiek County.
  • D. Lowden, Iowa
    Lowden, Iowa is a small rural city in eastern Iowa known for its agricultural surroundings and tight-knit community.
  • E. Montezuma, Iowa
    Montezuma, Iowa is a small city in central Iowa known as the administrative and civic hub of Poweshiek 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: Osceola, Iowa
Triple: [Central Iowa, hasCity, Osceola, Iowa]
Generated description
Osceola, Iowa is a small city in south-central Iowa that serves as the county seat of Clarke County and a regional hub for transportation and local commerce.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Osceola, Iowa
Target entity description: Osceola, Iowa is a small city in south-central Iowa that serves as the county seat of Clarke County and a regional hub for transportation and local commerce.
  • A. Osage, Iowa
    Osage, Iowa is a small city in northern Iowa known as the administrative and commercial hub of Mitchell County.
  • B. Ocheyedan, Iowa
    Ocheyedan, Iowa is a small rural city in northwestern Iowa known for its agricultural surroundings and proximity to the Ocheyedan Mound, one of the state's notable natural landmarks.
  • C. Ossian, Iowa
    Ossian, Iowa is a small rural city located in northeastern Iowa within Winneshiek County.
  • D. Lowden, Iowa
    Lowden, Iowa is a small rural city in eastern Iowa known for its agricultural surroundings and tight-knit community.
  • E. Montezuma, Iowa
    Montezuma, Iowa is a small city in central Iowa known as the administrative and civic hub of Poweshiek 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_69cf6f0524e08190bc5ba6cda2e2e4fa completed April 3, 2026, 7:40 a.m.
NEDg Description generation batch_69cf7041b6bc81909924d1382b756746 completed April 3, 2026, 7:46 a.m.
NED2 Entity disambiguation (via description) batch_69cf714f22c48190a192c6fc32debfd6 completed April 3, 2026, 7:50 a.m.
Created at: March 30, 2026, 6:39 p.m.