Triple

T5502765
Position Surface form Disambiguated ID Type / Status
Subject Iowa state highways E144366 entity
Predicate hasComponent P35 FINISHED
Object 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.
E603502 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 415 | Statement: [Iowa state highways, hasComponent, Iowa Highway 415]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Iowa Highway 415
Context triple: [Iowa state highways, hasComponent, Iowa Highway 415]
  • A. 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.
  • B. 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.
  • 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 4
    Iowa Highway 4 is a north–south state highway in Iowa that runs through the western part of the state, connecting several small towns and rural areas.
  • 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 415
Triple: [Iowa state highways, hasComponent, Iowa Highway 415]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Iowa Highway 415
Target entity description: 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.
  • A. 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.
  • B. 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.
  • 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 4
    Iowa Highway 4 is a north–south state highway in Iowa that runs through the western part of the state, connecting several small towns and rural areas.
  • 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_69c6d4fa68c08190bb656aef231a9df0 completed March 27, 2026, 7:05 p.m.
NEDg Description generation batch_69c6d6aba9688190ada4f921768e314e completed March 27, 2026, 7:12 p.m.
NED2 Entity disambiguation (via description) batch_69c6d82d77388190a3022a2366a5aec7 completed March 27, 2026, 7:19 p.m.
Created at: March 22, 2026, 3:32 p.m.