Triple

T5502760
Position Surface form Disambiguated ID Type / Status
Subject Iowa state highways E144366 entity
Predicate hasComponent P35 FINISHED
Object Iowa Highway 71
Iowa Highway 71 is a primary north–south state highway in Iowa that runs through the western part of the state, connecting several rural communities and major routes.
 E598272 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 71 | Statement: [Iowa state highways, hasComponent, Iowa Highway 71]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Iowa Highway 71
Context triple: [Iowa state highways, hasComponent, Iowa Highway 71]
  • A. 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.
  • B. Iowa Highway 75
    Iowa Highway 75 is a primary north–south state highway in northwestern Iowa that serves as a key route through communities such as Rock Valley and connects to major regional corridors.
  • C. Iowa Highway 7
    Iowa Highway 7 is a former state highway in northwestern Iowa that once connected the Sioux City area to the Fort Dodge region.
  • 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 21
    Iowa Highway 21 is a state highway in Iowa that runs north–south through the central part of the state, connecting several small towns and rural areas to larger regional 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 71
Triple: [Iowa state highways, hasComponent, Iowa Highway 71]
Generated description
Iowa Highway 71 is a primary north–south state highway in Iowa that runs through the western part of the state, connecting several rural communities and major routes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Iowa Highway 71
Target entity description: Iowa Highway 71 is a primary north–south state highway in Iowa that runs through the western part of the state, connecting several rural communities and major routes.
  • A. 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.
  • B. Iowa Highway 75
    Iowa Highway 75 is a primary north–south state highway in northwestern Iowa that serves as a key route through communities such as Rock Valley and connects to major regional corridors.
  • C. Iowa Highway 7
    Iowa Highway 7 is a former state highway in northwestern Iowa that once connected the Sioux City area to the Fort Dodge region.
  • 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 21
    Iowa Highway 21 is a state highway in Iowa that runs north–south through the central part of the state, connecting several small towns and rural areas to larger regional 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_69c008f5a2748190bce7a39aabf87a6d completed March 22, 2026, 3:21 p.m.
NER Named-entity recognition batch_69c01f0bbea48190bb6fecaee9c0b1d0 completed March 22, 2026, 4:55 p.m.
NED1 Entity disambiguation (via context triple) batch_69c669cd6bb08190966b89a2129f5738 completed March 27, 2026, 11:28 a.m.
NEDg Description generation batch_69c66c950a908190a42ffcba850a554d completed March 27, 2026, 11:40 a.m.
NED2 Entity disambiguation (via description) batch_69c66cf75ca08190bb74fec43b63a3f6 completed March 27, 2026, 11:41 a.m.
Created at: March 22, 2026, 3:32 p.m.