Triple

T18090489
Position Surface form Disambiguated ID Type / Status
Subject Arkansas Highway 1 E432951 entity
Predicate highwayType P1019 FINISHED
Object 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.
 E1305215 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: Arkansas state highway | Statement: [Arkansas Highway 1, highwayType, Arkansas state highway]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Arkansas state highway
Context triple: [Arkansas Highway 1, highwayType, Arkansas state highway]
  • A. 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.
  • B. Arkansas Highway 35
    Arkansas Highway 35 is a state highway in Arkansas that runs through multiple counties, including Saline County, serving as a regional connector for local communities.
  • C. Arkansas Highway 5
    Arkansas Highway 5 is a state highway in Arkansas that runs through central parts of the state, connecting communities such as Cabot and serving as a regional transportation route.
  • D. Arkansas Highway 15
    Arkansas Highway 15 is a state highway in Arkansas that runs through multiple counties, connecting rural communities and regional routes within the state highway system.
  • E. Arkansas Highway 38
    Arkansas Highway 38 is a state highway in central Arkansas that serves as an east–west route connecting small communities and providing local access to nearby towns and 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: Arkansas state highway
Triple: [Arkansas Highway 1, highwayType, Arkansas state highway]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Arkansas state highway
Target entity description: 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.
  • A. 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.
  • B. Arkansas Highway 35
    Arkansas Highway 35 is a state highway in Arkansas that runs through multiple counties, including Saline County, serving as a regional connector for local communities.
  • C. Arkansas Highway 5
    Arkansas Highway 5 is a state highway in Arkansas that runs through central parts of the state, connecting communities such as Cabot and serving as a regional transportation route.
  • D. Arkansas Highway 15
    Arkansas Highway 15 is a state highway in Arkansas that runs through multiple counties, connecting rural communities and regional routes within the state highway system.
  • E. Arkansas Highway 38
    Arkansas Highway 38 is a state highway in central Arkansas that serves as an east–west route connecting small communities and providing local access to nearby towns and 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_69d8b907d05c819083cc3bd6021089e6 completed April 10, 2026, 8:47 a.m.
NER Named-entity recognition batch_69e4dd17ba98819085a15e8593d98259 completed April 19, 2026, 1:48 p.m.
NED1 Entity disambiguation (via context triple) batch_6a035d9965e481909e02e97620c8be4e completed May 12, 2026, 5:04 p.m.
NEDg Description generation batch_6a0364cc67708190a335c1d48e001c57 completed May 12, 2026, 5:35 p.m.
NED2 Entity disambiguation (via description) batch_6a03652bf2708190b8e044b0ce01fff5 completed May 12, 2026, 5:36 p.m.
Created at: April 10, 2026, 10:27 a.m.