Triple

T4671481
Position Surface form Disambiguated ID Type / Status
Subject Clay County, Iowa E102971 entity
Predicate containsTransportationInfrastructure P1298 FINISHED
Object Iowa Highway 15
Iowa Highway 15 is a state highway in northern Iowa that runs north–south, connecting rural communities and serving as a regional route near the Minnesota border.
E464140 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 15 | Statement: [Clay County, Iowa, containsTransportationInfrastructure, Iowa Highway 15]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Iowa Highway 15
Context triple: [Clay County, Iowa, containsTransportationInfrastructure, Iowa Highway 15]
  • A. Iowa Highway 150
    Iowa Highway 150 is a state highway in Iowa that runs generally north–south through several communities in the eastern part of the state, connecting rural areas with regional hubs.
  • B. Iowa Highway 10
    Iowa Highway 10 is an east–west state highway in northwestern Iowa that serves communities including Orange City and connects to several major regional routes.
  • C. Iowa Highway 1
    Iowa Highway 1 is a primary north–south state highway in eastern Iowa that connects several communities, including the Iowa City area, and serves as an important regional route for local and through traffic.
  • D. Iowa Highway 14
    Iowa Highway 14 is a primary north–south state highway in Iowa that runs through central parts of the state, connecting several communities and serving as an important regional route.
  • E. Iowa Highway 191
    Iowa Highway 191 is a state highway in western Iowa that runs generally north–south, connecting small rural communities and providing regional access to larger routes.
  • 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 15
Triple: [Clay County, Iowa, containsTransportationInfrastructure, Iowa Highway 15]
Generated description
Iowa Highway 15 is a state highway in northern Iowa that runs north–south, connecting rural communities and serving as a regional route near the Minnesota border.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Iowa Highway 15
Target entity description: Iowa Highway 15 is a state highway in northern Iowa that runs north–south, connecting rural communities and serving as a regional route near the Minnesota border.
  • A. Iowa Highway 150
    Iowa Highway 150 is a state highway in Iowa that runs generally north–south through several communities in the eastern part of the state, connecting rural areas with regional hubs.
  • B. Iowa Highway 10
    Iowa Highway 10 is an east–west state highway in northwestern Iowa that serves communities including Orange City and connects to several major regional routes.
  • C. Iowa Highway 1
    Iowa Highway 1 is a primary north–south state highway in eastern Iowa that connects several communities, including the Iowa City area, and serves as an important regional route for local and through traffic.
  • D. Iowa Highway 14
    Iowa Highway 14 is a primary north–south state highway in Iowa that runs through central parts of the state, connecting several communities and serving as an important regional route.
  • E. Iowa Highway 191
    Iowa Highway 191 is a state highway in western Iowa that runs generally north–south, connecting small rural communities and providing regional access to larger routes.
  • 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_69bd43d9cba4819086c1ab1c2d9d2133 completed March 20, 2026, 12:55 p.m.
NER Named-entity recognition batch_69bd63506090819083ff8271adc5ef75 completed March 20, 2026, 3:10 p.m.
NED1 Entity disambiguation (via context triple) batch_69be104e4aec8190a633b46eca1f434b completed March 21, 2026, 3:28 a.m.
NEDg Description generation batch_69be13c8d1388190ba6c338450542dbf completed March 21, 2026, 3:43 a.m.
NED2 Entity disambiguation (via description) batch_69be141e086481908b44a01e35955605 completed March 21, 2026, 3:44 a.m.
Created at: March 20, 2026, 1:15 p.m.