Triple

T2038239
Position Surface form Disambiguated ID Type / Status
Subject Iowa County, Iowa E44681 entity
Predicate contains P35 FINISHED
Object North English, Iowa
North English is a small city located in eastern Iowa that serves as a local community hub within the state's rural agricultural region.
 E229890 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: North English, Iowa | Statement: [Iowa County, Iowa, contains, North English, Iowa]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: North English, Iowa
Context triple: [Iowa County, Iowa, contains, North English, Iowa]
  • A. northwestern Iowa
    Northwestern Iowa is a largely rural region of the U.S. state of Iowa characterized by its agricultural economy, small towns, and proximity to the borders with South Dakota and Minnesota.
  • B. North Liberty, Iowa
    North Liberty, Iowa is a rapidly growing suburban city in eastern Iowa, located near Iowa City within the Iowa City metropolitan area.
  • C. Shenandoah, Iowa
    Shenandoah, Iowa is a small city in southwestern Iowa known historically as a regional agricultural and broadcasting center.
  • D. Woodbine, Iowa
    Woodbine, Iowa is a small rural city in western Iowa known for its historic downtown and location along the Lincoln Highway in Harrison County.
  • E. Northeastern Iowa
    Northeastern Iowa is a largely rural region of Iowa known for its rolling hills, agricultural communities, and small towns such as Cresco.
  • 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: North English, Iowa
Triple: [Iowa County, Iowa, contains, North English, Iowa]
Generated description
North English is a small city located in eastern Iowa that serves as a local community hub within the state's rural agricultural region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: North English, Iowa
Target entity description: North English is a small city located in eastern Iowa that serves as a local community hub within the state's rural agricultural region.
  • A. northwestern Iowa
    Northwestern Iowa is a largely rural region of the U.S. state of Iowa characterized by its agricultural economy, small towns, and proximity to the borders with South Dakota and Minnesota.
  • B. North Liberty, Iowa
    North Liberty, Iowa is a rapidly growing suburban city in eastern Iowa, located near Iowa City within the Iowa City metropolitan area.
  • C. Shenandoah, Iowa
    Shenandoah, Iowa is a small city in southwestern Iowa known historically as a regional agricultural and broadcasting center.
  • D. Woodbine, Iowa
    Woodbine, Iowa is a small rural city in western Iowa known for its historic downtown and location along the Lincoln Highway in Harrison County.
  • E. Northeastern Iowa
    Northeastern Iowa is a largely rural region of Iowa known for its rolling hills, agricultural communities, and small towns such as Cresco.
  • 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_69a889159ec481908f9e4472d9f480c7 completed March 4, 2026, 7:33 p.m.
NER Named-entity recognition batch_69abb95062c481908058d6da35337680 completed March 7, 2026, 5:36 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae1ff63de081908795a95c998dd9ac completed March 9, 2026, 1:18 a.m.
NEDg Description generation batch_69ae20a6ce14819098007416d6377f2e completed March 9, 2026, 1:21 a.m.
NED2 Entity disambiguation (via description) batch_69ae2130ba448190b91f590a348ebf88 completed March 9, 2026, 1:24 a.m.
Created at: March 4, 2026, 7:39 p.m.