Triple

T21657434
Position Surface form Disambiguated ID Type / Status
Subject U.S. Highways in Iowa E534502 entity
Predicate hasRoute P4374 FINISHED
Object U.S. Route 65 in Iowa
U.S. Route 65 in Iowa is a north–south United States highway that traverses the state, connecting rural communities with larger urban centers and linking Iowa’s road network to neighboring states.
 E1498999 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: U.S. Route 65 in Iowa | Statement: [U.S. Highways in Iowa, hasRoute, U.S. Route 65 in Iowa]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: U.S. Route 65 in Iowa
Context triple: [U.S. Highways in Iowa, hasRoute, U.S. Route 65 in Iowa]
  • A. U.S. Route 69 in Iowa
    U.S. Route 69 in Iowa is a north–south U.S. Highway that traverses the state, connecting rural communities and regional centers as part of the national highway system.
  • B. U.S. Route 61 in Iowa
    U.S. Route 61 in Iowa is a major north–south federal highway that traverses the state along the Mississippi River corridor, connecting key cities and serving as an important regional transportation route.
  • C. U.S. Route 6 in Iowa
    U.S. Route 6 in Iowa is a major east–west highway that traverses the state, connecting numerous cities and towns while paralleling Interstate 80 for much of its length.
  • D. U.S. Route 63 in Iowa
    U.S. Route 63 in Iowa is a north–south United States highway that traverses the state, connecting several rural communities and regional centers as part of the broader U.S. Route 63 corridor.
  • E. U.S. Route 71 in Iowa
    U.S. Route 71 in Iowa is a north–south United States highway that traverses the western part of the state, connecting small towns and regional centers between Missouri and Minnesota.
  • 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: U.S. Route 65 in Iowa
Triple: [U.S. Highways in Iowa, hasRoute, U.S. Route 65 in Iowa]
Generated description
U.S. Route 65 in Iowa is a north–south United States highway that traverses the state, connecting rural communities with larger urban centers and linking Iowa’s road network to neighboring states.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: U.S. Route 65 in Iowa
Target entity description: U.S. Route 65 in Iowa is a north–south United States highway that traverses the state, connecting rural communities with larger urban centers and linking Iowa’s road network to neighboring states.
  • A. U.S. Route 69 in Iowa
    U.S. Route 69 in Iowa is a north–south U.S. Highway that traverses the state, connecting rural communities and regional centers as part of the national highway system.
  • B. U.S. Route 61 in Iowa
    U.S. Route 61 in Iowa is a major north–south federal highway that traverses the state along the Mississippi River corridor, connecting key cities and serving as an important regional transportation route.
  • C. U.S. Route 6 in Iowa
    U.S. Route 6 in Iowa is a major east–west highway that traverses the state, connecting numerous cities and towns while paralleling Interstate 80 for much of its length.
  • D. U.S. Route 63 in Iowa
    U.S. Route 63 in Iowa is a north–south United States highway that traverses the state, connecting several rural communities and regional centers as part of the broader U.S. Route 63 corridor.
  • E. U.S. Route 71 in Iowa
    U.S. Route 71 in Iowa is a north–south United States highway that traverses the western part of the state, connecting small towns and regional centers between Missouri and Minnesota.
  • 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_69e0c467e1f48190af2650b19175abc4 completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69ef5919c9c88190a2ddcf2cefee79a5 completed April 27, 2026, 12:39 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0a2ec04948819086b0a3f10b43a5a1 completed May 17, 2026, 9:10 p.m.
NEDg Description generation batch_6a0a2f52c2688190bf05774546a4ba58 completed May 17, 2026, 9:12 p.m.
NED2 Entity disambiguation (via description) batch_6a0a2fe468ac81908b591a086eade238 completed May 17, 2026, 9:15 p.m.
Created at: April 16, 2026, 6:36 p.m.