Triple

T18361143
Position Surface form Disambiguated ID Type / Status
Subject U.S. Highways in Arkansas E439917 entity
Predicate hasRoute P4374 FINISHED
Object U.S. Route 371 in Arkansas
U.S. Route 371 in Arkansas is a north–south United States highway that serves as a regional connector through southwestern Arkansas, linking small towns and rural areas to larger state and national routes.
E1320303 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 371 in Arkansas | Statement: [U.S. Highways in Arkansas, hasRoute, U.S. Route 371 in Arkansas]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: U.S. Route 371 in Arkansas
Context triple: [U.S. Highways in Arkansas, hasRoute, U.S. Route 371 in Arkansas]
  • A. U.S. Route 59 in Missouri
    U.S. Route 59 in Missouri is a north–south U.S. Highway that runs through the western part of the state, connecting rural communities and regional centers as part of a larger multistate route from Texas to Minnesota.
  • B. U.S. Route 34 in Illinois
    U.S. Route 34 in Illinois is a major east–west highway that connects rural western parts of the state with the Chicago metropolitan area, serving as an important regional transportation corridor.
  • C. U.S. Route 377 in Texas
    U.S. Route 377 in Texas is a north–south U.S. highway that runs from the Dallas–Fort Worth area through several North and Central Texas communities toward the Oklahoma state line.
  • D. U.S. Route 77 in Texas
    U.S. Route 77 in Texas is a major north–south U.S. Highway that runs from the Mexican border at Brownsville through numerous South and Central Texas communities toward the Dallas–Fort Worth region.
  • E. Arkansas state highway
    An Arkansas state highway is a numbered road maintained by the Arkansas Department of Transportation that forms part of the state's primary network of public highways.
  • 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 371 in Arkansas
Triple: [U.S. Highways in Arkansas, hasRoute, U.S. Route 371 in Arkansas]
Generated description
U.S. Route 371 in Arkansas is a north–south United States highway that serves as a regional connector through southwestern Arkansas, linking small towns and rural areas to larger state and national routes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: U.S. Route 371 in Arkansas
Target entity description: U.S. Route 371 in Arkansas is a north–south United States highway that serves as a regional connector through southwestern Arkansas, linking small towns and rural areas to larger state and national routes.
  • A. U.S. Route 59 in Missouri
    U.S. Route 59 in Missouri is a north–south U.S. Highway that runs through the western part of the state, connecting rural communities and regional centers as part of a larger multistate route from Texas to Minnesota.
  • B. U.S. Route 34 in Illinois
    U.S. Route 34 in Illinois is a major east–west highway that connects rural western parts of the state with the Chicago metropolitan area, serving as an important regional transportation corridor.
  • C. U.S. Route 377 in Texas
    U.S. Route 377 in Texas is a north–south U.S. highway that runs from the Dallas–Fort Worth area through several North and Central Texas communities toward the Oklahoma state line.
  • D. U.S. Route 77 in Texas
    U.S. Route 77 in Texas is a major north–south U.S. Highway that runs from the Mexican border at Brownsville through numerous South and Central Texas communities toward the Dallas–Fort Worth region.
  • E. Arkansas state highway
    An Arkansas state highway is a numbered road maintained by the Arkansas Department of Transportation that forms part of the state's primary network of public highways.
  • 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_69d8b918221c8190a9f7b563d64ac677 completed April 10, 2026, 8:47 a.m.
NER Named-entity recognition batch_69e516dbd4748190a6c5715ef943bd4a completed April 19, 2026, 5:54 p.m.
NED1 Entity disambiguation (via context triple) batch_6a03cc328b108190b28416eb5bfb0b4f completed May 13, 2026, 12:56 a.m.
NEDg Description generation batch_6a03d2a6e7648190881a140d42ae7e86 completed May 13, 2026, 1:23 a.m.
NED2 Entity disambiguation (via description) batch_6a03d40ba5ec81909371d4134a88101d completed May 13, 2026, 1:29 a.m.
Created at: April 10, 2026, 10:37 a.m.