Triple

T7445726
Position Surface form Disambiguated ID Type / Status
Subject Iowa Highway 14 E171873 entity
Predicate passesThrough P225 FINISHED
Object Butler County
Butler County is a rural county in north-central Iowa known for its agricultural landscape and small communities.
E683145 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: Butler County | Statement: [Iowa Highway 14, passesThrough, Butler County]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Butler County
Context triple: [Iowa Highway 14, passesThrough, Butler County]
  • A. Butler County
    Butler County is a county in western Pennsylvania, north of Pittsburgh, known for its mix of suburban communities, rural landscapes, and growing industrial and service sectors.
  • B. Butler County
    Butler County is a rural county in south-central Alabama known for its pine forests, small towns, and location along the Interstate 65 corridor.
  • C. Butler County
    Butler County is a county in southwestern Ohio that includes communities such as Millville and is part of the Greater Cincinnati metropolitan area.
  • D. Butler County
    Butler County is a county in south-central Kansas, known for its mix of prairie landscapes, agriculture, and small communities within the Flint Hills region.
  • E. Marshall County
    Marshall County is a county in northern Alabama known for its scenic location around Lake Guntersville and its mix of small towns and rural communities.
  • 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: Butler County
Triple: [Iowa Highway 14, passesThrough, Butler County]
Generated description
Butler County is a rural county in north-central Iowa known for its agricultural landscape and small communities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Butler County
Target entity description: Butler County is a rural county in north-central Iowa known for its agricultural landscape and small communities.
  • A. Butler County
    Butler County is a county in western Pennsylvania, north of Pittsburgh, known for its mix of suburban communities, rural landscapes, and growing industrial and service sectors.
  • B. Butler County
    Butler County is a rural county in south-central Alabama known for its pine forests, small towns, and location along the Interstate 65 corridor.
  • C. Butler County
    Butler County is a county in southwestern Ohio that includes communities such as Millville and is part of the Greater Cincinnati metropolitan area.
  • D. Butler County
    Butler County is a county in south-central Kansas, known for its mix of prairie landscapes, agriculture, and small communities within the Flint Hills region.
  • E. Marshall County
    Marshall County is a county in northern Alabama known for its scenic location around Lake Guntersville and its mix of small towns and rural communities.
  • 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_69c68a65402881908f7869368eb746fb completed March 27, 2026, 1:47 p.m.
NER Named-entity recognition batch_69c6f37054388190a6cb4c0db2ca6014 completed March 27, 2026, 9:15 p.m.
NED1 Entity disambiguation (via context triple) batch_69c8ac837f948190895d136cf96951e7 completed March 29, 2026, 4:37 a.m.
NEDg Description generation batch_69c8ae3fb23881908850ac257337a131 completed March 29, 2026, 4:44 a.m.
NED2 Entity disambiguation (via description) batch_69c8aebc46e481908872d0c4c77345b5 completed March 29, 2026, 4:46 a.m.
Created at: March 27, 2026, 3:14 p.m.