Triple

T9434040
Position Surface form Disambiguated ID Type / Status
Subject Fremont County, Iowa E227455 entity
Predicate hasPrimaryRoad P385 FINISHED
Object Iowa Highway 184
Iowa Highway 184 is a state highway in southwestern Iowa that serves as a primary route within Fremont County, connecting local communities to the broader state road network.
 E800442 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 184 | Statement: [Fremont County, Iowa, hasPrimaryRoad, Iowa Highway 184]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Iowa Highway 184
Context triple: [Fremont County, Iowa, hasPrimaryRoad, Iowa Highway 184]
  • A. Iowa Highway 164
    Iowa Highway 164 is a short state highway in Iowa that serves as a connector route in the southeastern part of the state.
  • B. Iowa Highway 192
    Iowa Highway 192 is a short state highway in Council Bluffs, Iowa, that primarily serves as an urban connector route linking local streets with the Interstate system.
  • C. Iowa Highway 175
    Iowa Highway 175 is an east–west state highway in Iowa that spans much of the state's width, connecting numerous rural communities and regional routes.
  • D. 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.
  • E. Iowa Highway 162
    Iowa Highway 162 is a state highway in Iowa that serves as a regional connector route within the state's primary road network.
  • 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 184
Triple: [Fremont County, Iowa, hasPrimaryRoad, Iowa Highway 184]
Generated description
Iowa Highway 184 is a state highway in southwestern Iowa that serves as a primary route within Fremont County, connecting local communities to the broader state road network.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Iowa Highway 184
Target entity description: Iowa Highway 184 is a state highway in southwestern Iowa that serves as a primary route within Fremont County, connecting local communities to the broader state road network.
  • A. Iowa Highway 164
    Iowa Highway 164 is a short state highway in Iowa that serves as a connector route in the southeastern part of the state.
  • B. Iowa Highway 192
    Iowa Highway 192 is a short state highway in Council Bluffs, Iowa, that primarily serves as an urban connector route linking local streets with the Interstate system.
  • C. Iowa Highway 175
    Iowa Highway 175 is an east–west state highway in Iowa that spans much of the state's width, connecting numerous rural communities and regional routes.
  • D. 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.
  • E. Iowa Highway 162
    Iowa Highway 162 is a state highway in Iowa that serves as a regional connector route within the state's primary road network.
  • 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_69ca8437a7ac81908651de48f2d2141d completed March 30, 2026, 2:09 p.m.
NER Named-entity recognition batch_69cd7e62d53c81908055e0967e6cd54d completed April 1, 2026, 8:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69d122484a90819080e406a7ae5c61fe completed April 4, 2026, 2:38 p.m.
NEDg Description generation batch_69d1231adb4481908fac11cae099d0de completed April 4, 2026, 2:41 p.m.
NED2 Entity disambiguation (via description) batch_69d123fcc8f48190838abd08a4af0a63 completed April 4, 2026, 2:45 p.m.
Created at: March 30, 2026, 7:49 p.m.