Triple

T14495448
Position Surface form Disambiguated ID Type / Status
Subject Dubuque County, Iowa E359483 entity
Predicate hasCity P316 FINISHED
Object Peosta, Iowa
Peosta, Iowa is a small city in eastern Iowa that functions as a growing suburban community and industrial hub near Dubuque.
E1102203 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: Peosta, Iowa | Statement: [Dubuque County, Iowa, hasCity, Peosta, Iowa]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Peosta, Iowa
Context triple: [Dubuque County, Iowa, hasCity, Peosta, Iowa]
  • A. Pulaski, Iowa
    Pulaski, Iowa is a small rural town located in Davis County in the southeastern part of the state.
  • B. 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.
  • C. Hancock, Iowa
    Hancock, Iowa is a small rural city located in western Iowa within Pottawattamie County.
  • D. Paullina, Iowa
    Paullina, Iowa is a small rural city in northwestern Iowa known for its agricultural community and small-town character.
  • E. Hudson, Iowa
    Hudson, Iowa is a small city in northeastern Iowa that functions as a suburban community within the Waterloo–Cedar Falls metropolitan area.
  • 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: Peosta, Iowa
Triple: [Dubuque County, Iowa, hasCity, Peosta, Iowa]
Generated description
Peosta, Iowa is a small city in eastern Iowa that functions as a growing suburban community and industrial hub near Dubuque.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Peosta, Iowa
Target entity description: Peosta, Iowa is a small city in eastern Iowa that functions as a growing suburban community and industrial hub near Dubuque.
  • A. Pulaski, Iowa
    Pulaski, Iowa is a small rural town located in Davis County in the southeastern part of the state.
  • B. 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.
  • C. Hancock, Iowa
    Hancock, Iowa is a small rural city located in western Iowa within Pottawattamie County.
  • D. Paullina, Iowa
    Paullina, Iowa is a small rural city in northwestern Iowa known for its agricultural community and small-town character.
  • E. Hudson, Iowa
    Hudson, Iowa is a small city in northeastern Iowa that functions as a suburban community within the Waterloo–Cedar Falls metropolitan area.
  • 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_69d8279740308190af9df93a3af8592e completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de93109cb081909a6e846db23a4635 completed April 14, 2026, 7:18 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd6d9544cc81908105554f212a9b8c completed May 8, 2026, 4:59 a.m.
NEDg Description generation batch_69fd6e75155081908cec8cac1101c17e completed May 8, 2026, 5:02 a.m.
NED2 Entity disambiguation (via description) batch_69fd6f38ea788190a957419ca1971b15 completed May 8, 2026, 5:06 a.m.
Created at: April 10, 2026, 1:21 a.m.