Triple

T21657433
Position Surface form Disambiguated ID Type / Status
Subject U.S. Highways in Iowa E534502 entity
Predicate hasRoute P4374 FINISHED
Object 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.
 E1498875 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 63 in Iowa | Statement: [U.S. Highways in Iowa, hasRoute, U.S. Route 63 in Iowa]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: U.S. Route 63 in Iowa
Context triple: [U.S. Highways in Iowa, hasRoute, U.S. Route 63 in Iowa]
  • A. 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.
  • B. 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.
  • C. 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.
  • D. U.S. Route 63 in Minnesota
    U.S. Route 63 in Minnesota is a north–south U.S. Highway that runs from the Iowa state line through cities such as Rochester before continuing toward the Mississippi River near Lake City.
  • E. U.S. Route 34 in Iowa
    U.S. Route 34 in Iowa is an east–west federal highway that crosses the southern part of the state, connecting rural communities with larger regional centers and neighboring states.
  • 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 63 in Iowa
Triple: [U.S. Highways in Iowa, hasRoute, U.S. Route 63 in Iowa]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: U.S. Route 63 in Iowa
Target entity description: 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.
  • A. 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.
  • B. 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.
  • C. 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.
  • D. U.S. Route 63 in Minnesota
    U.S. Route 63 in Minnesota is a north–south U.S. Highway that runs from the Iowa state line through cities such as Rochester before continuing toward the Mississippi River near Lake City.
  • E. U.S. Route 34 in Iowa
    U.S. Route 34 in Iowa is an east–west federal highway that crosses the southern part of the state, connecting rural communities with larger regional centers and neighboring states.
  • 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_6a0a24a02f448190b4ce80e4f7b211a4 completed May 17, 2026, 8:27 p.m.
NEDg Description generation batch_6a0a2c33f44081908a0839a0ee4d31ef completed May 17, 2026, 8:59 p.m.
NED2 Entity disambiguation (via description) batch_6a0a2c89bb908190bed986eee6e29e14 completed May 17, 2026, 9 p.m.
Created at: April 16, 2026, 6:36 p.m.