Triple

T6867672
Position Surface form Disambiguated ID Type / Status
Subject Iowa Highway 192 E158451 entity
Predicate routeType P1019 FINISHED
Object Iowa State Highway
Iowa State Highway is a network of state-maintained roads in Iowa that connects cities, towns, and key regions across the state.
 E632180 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 State Highway | Statement: [Iowa Highway 192, routeType, Iowa State Highway]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Iowa State Highway
Context triple: [Iowa Highway 192, routeType, Iowa State Highway]
  • A. Iowa Highway 44
    Iowa Highway 44 is an east–west state highway in Iowa that runs across the central part of the state, connecting several rural communities and serving as a regional connector route.
  • B. Iowa Highway 70
    Iowa Highway 70 is a state highway in eastern Iowa that runs north–south through Muscatine County, connecting local communities to the broader state road network.
  • C. Iowa Highway 60
    Iowa Highway 60 is a major north–south state highway in northwestern Iowa that serves as an important regional route connecting communities such as Orange City to the Minnesota state line.
  • D. Iowa Highway 17
    Iowa Highway 17 is a north–south state highway in Iowa that connects several small communities and rural areas in the central part of the state.
  • E. Iowa Highway 64
    Iowa Highway 64 is an east–west state highway in eastern Iowa that connects several communities between the Cedar Rapids area and the Mississippi River.
  • 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 State Highway
Triple: [Iowa Highway 192, routeType, Iowa State Highway]
Generated description
Iowa State Highway is a network of state-maintained roads in Iowa that connects cities, towns, and key regions across the state.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Iowa State Highway
Target entity description: Iowa State Highway is a network of state-maintained roads in Iowa that connects cities, towns, and key regions across the state.
  • A. Iowa Highway 44
    Iowa Highway 44 is an east–west state highway in Iowa that runs across the central part of the state, connecting several rural communities and serving as a regional connector route.
  • B. Iowa Highway 70
    Iowa Highway 70 is a state highway in eastern Iowa that runs north–south through Muscatine County, connecting local communities to the broader state road network.
  • C. Iowa Highway 60
    Iowa Highway 60 is a major north–south state highway in northwestern Iowa that serves as an important regional route connecting communities such as Orange City to the Minnesota state line.
  • D. Iowa Highway 17
    Iowa Highway 17 is a north–south state highway in Iowa that connects several small communities and rural areas in the central part of the state.
  • E. Iowa Highway 64
    Iowa Highway 64 is an east–west state highway in eastern Iowa that connects several communities between the Cedar Rapids area and the Mississippi River.
  • 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_69c68831e3648190a643c328122e4d43 completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6d8a793a481909340239c065393a4 completed March 27, 2026, 7:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7617847908190abacde0f816b4372 completed March 28, 2026, 5:04 a.m.
NEDg Description generation batch_69c76251647c8190b0c30d4aa8301f8c completed March 28, 2026, 5:08 a.m.
NED2 Entity disambiguation (via description) batch_69c762d1be208190ae5831c2a5e5655c completed March 28, 2026, 5:10 a.m.
Created at: March 27, 2026, 2:21 p.m.