Triple

T9683396
Position Surface form Disambiguated ID Type / Status
Subject Crawford County, Iowa E234342 entity
Predicate hasMajorHighway P385 FINISHED
Object Iowa Highway 39
Iowa Highway 39 is a state highway in western Iowa that runs north–south through rural communities and farmland, connecting local towns and major routes in the region.
 E826390 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: Iowa Highway 39 | Statement: [Crawford County, Iowa, hasMajorHighway, Iowa Highway 39]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Iowa Highway 39
Context triple: [Crawford County, Iowa, hasMajorHighway, Iowa Highway 39]
  • A. Iowa Highway 37
    Iowa Highway 37 is a state highway in western Iowa that runs east–west through rural communities and farmland, connecting several small towns and local routes.
  • B. Iowa Highway 38
    Iowa Highway 38 is a state highway in eastern Iowa that runs north–south through several communities, connecting rural areas with larger regional routes.
  • C. Iowa Highway 3
    Iowa Highway 3 is an east–west state highway that spans northern Iowa, connecting numerous communities across the state.
  • D. Iowa Highway 27
    Iowa Highway 27 is a north–south state highway in Iowa that largely follows the Avenue of the Saints corridor, connecting several major cities across the state.
  • E. Iowa Highway 2
    Iowa Highway 2 is an east–west state highway spanning southern Iowa, running near the Missouri border and connecting several small towns and regional routes across the state.
  • 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: Iowa Highway 39
Triple: [Crawford County, Iowa, hasMajorHighway, Iowa Highway 39]
Generated description
Iowa Highway 39 is a state highway in western Iowa that runs north–south through rural communities and farmland, connecting local towns and major routes in the region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Iowa Highway 39
Target entity description: Iowa Highway 39 is a state highway in western Iowa that runs north–south through rural communities and farmland, connecting local towns and major routes in the region.
  • A. Iowa Highway 37
    Iowa Highway 37 is a state highway in western Iowa that runs east–west through rural communities and farmland, connecting several small towns and local routes.
  • B. Iowa Highway 38
    Iowa Highway 38 is a state highway in eastern Iowa that runs north–south through several communities, connecting rural areas with larger regional routes.
  • C. Iowa Highway 3
    Iowa Highway 3 is an east–west state highway that spans northern Iowa, connecting numerous communities across the state.
  • D. Iowa Highway 27
    Iowa Highway 27 is a north–south state highway in Iowa that largely follows the Avenue of the Saints corridor, connecting several major cities across the state.
  • E. Iowa Highway 2
    Iowa Highway 2 is an east–west state highway spanning southern Iowa, running near the Missouri border and connecting several small towns and regional routes across the state.
  • 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_69ca84c99e34819092e5563a7106cfca completed March 30, 2026, 2:12 p.m.
NER Named-entity recognition batch_69cd9ccdbcc48190a4a9a70b3f419ac2 completed April 1, 2026, 10:31 p.m.
NED1 Entity disambiguation (via context triple) batch_69d1e3f844008190b73215136dae6fcd completed April 5, 2026, 4:24 a.m.
NEDg Description generation batch_69d1e5d0da7081908e14fe4bc6623ea5 completed April 5, 2026, 4:32 a.m.
NED2 Entity disambiguation (via description) batch_69d1e6af89f88190abe63f8172182f58 completed April 5, 2026, 4:35 a.m.
Created at: March 30, 2026, 8:16 p.m.