Triple

T18361146
Position Surface form Disambiguated ID Type / Status
Subject U.S. Highways in Arkansas E439917 entity
Predicate hasRoute P4374 FINISHED
Object 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.
 E1320306 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 49 Business in Arkansas | Statement: [U.S. Highways in Arkansas, hasRoute, U.S. Route 49 Business in Arkansas]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: U.S. Route 49 Business in Arkansas
Context triple: [U.S. Highways in Arkansas, hasRoute, U.S. Route 49 Business in Arkansas]
  • A. Arkansas Highway 94
    Arkansas Highway 94 is a state highway in northwest Arkansas that serves as a key local route connecting the city of Rogers with surrounding communities and regional roadways.
  • B. Arkansas Highway 319
    Arkansas Highway 319 is a state highway in central Arkansas that serves as a local connector route linking the city of Ward with nearby communities and major roads.
  • C. Arkansas Highway 309
    Arkansas Highway 309 is a scenic state highway in Arkansas known for climbing to the summit area of Mount Magazine, the state's highest point.
  • D. Arkansas Highway 89
    Arkansas Highway 89 is a state highway in central Arkansas that serves as a key regional connector route in and around the city of Lonoke.
  • E. Arkansas Highway 59
    Arkansas Highway 59 is a north–south state highway in western Arkansas that runs through rural communities and connects with several major 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 49 Business in Arkansas
Triple: [U.S. Highways in Arkansas, hasRoute, U.S. Route 49 Business in Arkansas]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: U.S. Route 49 Business in Arkansas
Target entity description: 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.
  • A. Arkansas Highway 94
    Arkansas Highway 94 is a state highway in northwest Arkansas that serves as a key local route connecting the city of Rogers with surrounding communities and regional roadways.
  • B. Arkansas Highway 319
    Arkansas Highway 319 is a state highway in central Arkansas that serves as a local connector route linking the city of Ward with nearby communities and major roads.
  • C. Arkansas Highway 309
    Arkansas Highway 309 is a scenic state highway in Arkansas known for climbing to the summit area of Mount Magazine, the state's highest point.
  • D. Arkansas Highway 89
    Arkansas Highway 89 is a state highway in central Arkansas that serves as a key regional connector route in and around the city of Lonoke.
  • E. Arkansas Highway 59
    Arkansas Highway 59 is a north–south state highway in western Arkansas that runs through rural communities and connects with several major 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_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.