Triple

T746220
Position Surface form Disambiguated ID Type / Status
Subject O'Brien County, Iowa E15346 entity
Predicate containsSettlement P847 FINISHED
Object Moneta, Iowa
Moneta, Iowa is a small unincorporated rural community located in O'Brien County in northwestern Iowa.
E95810 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: Moneta, Iowa | Statement: [O'Brien County, Iowa, containsSettlement, Moneta, Iowa]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Moneta, Iowa
Context triple: [O'Brien County, Iowa, containsSettlement, Moneta, Iowa]
  • A. McClelland, Iowa
    McClelland, Iowa is a small rural community located in Pottawattamie County in the western part of the state.
  • B. Lowden, Iowa
    Lowden, Iowa is a small rural city in eastern Iowa known for its agricultural surroundings and tight-knit community.
  • C. Hancock, Iowa
    Hancock, Iowa is a small rural city located in western Iowa within Pottawattamie County.
  • D. Weston, Iowa
    Weston, Iowa is a small unincorporated rural community located in Pottawattamie County in the southwestern part of the state.
  • E. Minden, Iowa
    Minden, Iowa is a small rural city located in western Iowa within Pottawattamie 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: Moneta, Iowa
Triple: [O'Brien County, Iowa, containsSettlement, Moneta, Iowa]
Generated description
Moneta, Iowa is a small unincorporated rural community located in O'Brien County in northwestern Iowa.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Moneta, Iowa
Target entity description: Moneta, Iowa is a small unincorporated rural community located in O'Brien County in northwestern Iowa.
  • A. McClelland, Iowa
    McClelland, Iowa is a small rural community located in Pottawattamie County in the western part of the state.
  • B. Lowden, Iowa
    Lowden, Iowa is a small rural city in eastern Iowa known for its agricultural surroundings and tight-knit community.
  • C. Hancock, Iowa
    Hancock, Iowa is a small rural city located in western Iowa within Pottawattamie County.
  • D. Weston, Iowa
    Weston, Iowa is a small unincorporated rural community located in Pottawattamie County in the southwestern part of the state.
  • E. Minden, Iowa
    Minden, Iowa is a small rural city located in western Iowa within Pottawattamie 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_69a49358aa308190adbc9b5a0a2adcf9 completed March 1, 2026, 7:28 p.m.
NER Named-entity recognition batch_69a4a62ca1d081908e3191411f86498d completed March 1, 2026, 8:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69a76d767e5c8190918d55df7528f465 completed March 3, 2026, 11:23 p.m.
NEDg Description generation batch_69a7727d46f08190a634f4fecb00b33c completed March 3, 2026, 11:45 p.m.
NED2 Entity disambiguation (via description) batch_69a774080e24819085b7cdd8e80c74b6 completed March 3, 2026, 11:51 p.m.
Created at: March 1, 2026, 7:37 p.m.