Triple

T3027849
Position Surface form Disambiguated ID Type / Status
Subject Clarion, Iowa E82821 entity
Predicate hasTransportation P105 FINISHED
Object Iowa Highway 3
Iowa Highway 3 is an east–west state highway that spans northern Iowa, connecting numerous communities across the state.
 E332841 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 3 | Statement: [Clarion, Iowa, hasTransportation, Iowa Highway 3]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Iowa Highway 3
Context triple: [Clarion, Iowa, hasTransportation, Iowa Highway 3]
  • 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 5
    Iowa Highway 5 is a state highway in southern Iowa that serves as a key east–west route connecting communities and facilitating regional travel.
  • D. 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.
  • E. Iowa Highway 13
    Iowa Highway 13 is a state highway in eastern Iowa that runs north–south, connecting several communities and serving as a regional transportation route through counties including Jones County.
  • 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 3
Triple: [Clarion, Iowa, hasTransportation, Iowa Highway 3]
Generated description
Iowa Highway 3 is an east–west state highway that spans northern Iowa, connecting numerous communities across the state.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Iowa Highway 3
Target entity description: Iowa Highway 3 is an east–west state highway that spans northern Iowa, connecting numerous communities across the state.
  • 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 5
    Iowa Highway 5 is a state highway in southern Iowa that serves as a key east–west route connecting communities and facilitating regional travel.
  • D. 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.
  • E. Iowa Highway 13
    Iowa Highway 13 is a state highway in eastern Iowa that runs north–south, connecting several communities and serving as a regional transportation route through counties including Jones County.
  • 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_69ad8b21a62881908ec5dd4fba4a187c completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69ad9abea8f4819090554d7319778170 completed March 8, 2026, 3:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69b23599a09081909581ac90fcc55ac2 completed March 12, 2026, 3:40 a.m.
NEDg Description generation batch_69b2365f20dc819081b8d2beccc31c19 completed March 12, 2026, 3:43 a.m.
NED2 Entity disambiguation (via description) batch_69b237397e14819093a7192d28c59ad1 completed March 12, 2026, 3:47 a.m.
Created at: March 8, 2026, 3 p.m.