Triple

T18361148
Position Surface form Disambiguated ID Type / Status
Subject U.S. Highways in Arkansas E439917 entity
Predicate hasRoute P4374 FINISHED
Object U.S. Route 67 Business in Arkansas
U.S. Route 67 Business in Arkansas is a designated business loop of U.S. Route 67 that directs traffic through the downtown and commercial areas of communities bypassed by the main highway in the state.
 E1320593 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 67 Business in Arkansas | Statement: [U.S. Highways in Arkansas, hasRoute, U.S. Route 67 Business in Arkansas]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: U.S. Route 67 Business in Arkansas
Context triple: [U.S. Highways in Arkansas, hasRoute, U.S. Route 67 Business in Arkansas]
  • A. U.S. Route 65 Business in Arkansas
    U.S. Route 65 Business in Arkansas is a designated business loop of U.S. Route 65 that directs traffic through the downtown or commercial areas of communities along the main highway’s corridor in the state.
  • B. U.S. Route 62 in Arkansas
    U.S. Route 62 in Arkansas is a major east–west federal highway that traverses the northern part of the state, connecting numerous towns and cities and serving as an important regional transportation corridor.
  • C. U.S. Route 49 Business in Arkansas
    U.S. Route 49 Business in Arkansas is a designated business loop of U.S. Route 49 that directs traffic through local city streets and downtown areas rather than bypassing them.
  • D. U.S. Route 64 Business
    U.S. Route 64 Business is a business loop of U.S. Route 64 that serves as a primary commercial thoroughfare through Wendell, North Carolina.
  • E. 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.
  • 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 67 Business in Arkansas
Triple: [U.S. Highways in Arkansas, hasRoute, U.S. Route 67 Business in Arkansas]
Generated description
U.S. Route 67 Business in Arkansas is a designated business loop of U.S. Route 67 that directs traffic through the downtown and commercial areas of communities bypassed by the main highway in the state.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: U.S. Route 67 Business in Arkansas
Target entity description: U.S. Route 67 Business in Arkansas is a designated business loop of U.S. Route 67 that directs traffic through the downtown and commercial areas of communities bypassed by the main highway in the state.
  • A. U.S. Route 65 Business in Arkansas
    U.S. Route 65 Business in Arkansas is a designated business loop of U.S. Route 65 that directs traffic through the downtown or commercial areas of communities along the main highway’s corridor in the state.
  • B. U.S. Route 62 in Arkansas
    U.S. Route 62 in Arkansas is a major east–west federal highway that traverses the northern part of the state, connecting numerous towns and cities and serving as an important regional transportation corridor.
  • C. U.S. Route 49 Business in Arkansas
    U.S. Route 49 Business in Arkansas is a designated business loop of U.S. Route 49 that directs traffic through local city streets and downtown areas rather than bypassing them.
  • D. U.S. Route 64 Business
    U.S. Route 64 Business is a business loop of U.S. Route 64 that serves as a primary commercial thoroughfare through Wendell, North Carolina.
  • E. 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.
  • 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_6a03d772016c8190a24afa02be5ddea3 completed May 13, 2026, 1:44 a.m.
NEDg Description generation batch_6a03d7f2166881908068f21bdc4e32ba completed May 13, 2026, 1:46 a.m.
NED2 Entity disambiguation (via description) batch_6a03d862b9dc81909ac8ca5048c51b9c completed May 13, 2026, 1:48 a.m.
Created at: April 10, 2026, 10:37 a.m.