Triple

T10202553
Position Surface form Disambiguated ID Type / Status
Subject Blue Grass, Iowa E238916 entity
Predicate hasTransportationLink P1298 FINISHED
Object Iowa Highway 461
Iowa Highway 461 is a state highway in Iowa that serves as a connector route providing regional access to and from the city of Blue Grass.
 E848213 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 461 | Statement: [Blue Grass, Iowa, hasTransportationLink, Iowa Highway 461]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Iowa Highway 461
Context triple: [Blue Grass, Iowa, hasTransportationLink, Iowa Highway 461]
  • A. Iowa Highway 48
    Iowa Highway 48 is a state highway in southwestern Iowa that runs north–south, connecting several small communities and serving as a regional route between local roads and larger state and U.S. highways.
  • B. Iowa Highway 415
    Iowa Highway 415 is a state highway in Iowa that serves as a regional connector route, linking local communities and major roads within the state highway system.
  • C. Iowa Highway 141
    Iowa Highway 141 is a state highway in Iowa that serves as an important east–west transportation route connecting several communities in the central and western parts of the state.
  • D. Iowa Highway 143
    Iowa Highway 143 is a state highway in northwestern Iowa that serves as a regional connector route between rural communities and other primary highways.
  • E. Iowa Highway 148
    Iowa Highway 148 is a state highway in southwestern Iowa that runs north–south through rural communities and farmland, connecting small towns and local routes in the region.
  • 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 461
Triple: [Blue Grass, Iowa, hasTransportationLink, Iowa Highway 461]
Generated description
Iowa Highway 461 is a state highway in Iowa that serves as a connector route providing regional access to and from the city of Blue Grass.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Iowa Highway 461
Target entity description: Iowa Highway 461 is a state highway in Iowa that serves as a connector route providing regional access to and from the city of Blue Grass.
  • A. Iowa Highway 48
    Iowa Highway 48 is a state highway in southwestern Iowa that runs north–south, connecting several small communities and serving as a regional route between local roads and larger state and U.S. highways.
  • B. Iowa Highway 415
    Iowa Highway 415 is a state highway in Iowa that serves as a regional connector route, linking local communities and major roads within the state highway system.
  • C. Iowa Highway 141
    Iowa Highway 141 is a state highway in Iowa that serves as an important east–west transportation route connecting several communities in the central and western parts of the state.
  • D. Iowa Highway 143
    Iowa Highway 143 is a state highway in northwestern Iowa that serves as a regional connector route between rural communities and other primary highways.
  • E. Iowa Highway 148
    Iowa Highway 148 is a state highway in southwestern Iowa that runs north–south through rural communities and farmland, connecting small towns and local routes in the region.
  • 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_69ca84e1ea088190b38162e43d4cfa8f completed March 30, 2026, 2:12 p.m.
NER Named-entity recognition batch_69cdee4239c08190b40f5cc19c3db3c7 completed April 2, 2026, 4:19 a.m.
NED1 Entity disambiguation (via context triple) batch_69d355169f308190b6f66248aee4a9e8 completed April 6, 2026, 6:39 a.m.
NEDg Description generation batch_69d355ddab0c8190b001edff19fbe979 completed April 6, 2026, 6:42 a.m.
NED2 Entity disambiguation (via description) batch_69d35633ba0c8190a5cda862394225fd completed April 6, 2026, 6:44 a.m.
Created at: March 30, 2026, 9:14 p.m.