Triple

T15013986
Position Surface form Disambiguated ID Type / Status
Subject Ward, Arkansas E377909 entity
Predicate roadAccessVia P9041 FINISHED
Object 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.
 E1138588 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 Highway 319 | Statement: [Ward, Arkansas, roadAccessVia, Arkansas Highway 319]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Arkansas Highway 319
Context triple: [Ward, Arkansas, roadAccessVia, Arkansas Highway 319]
  • A. 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.
  • B. Arkansas Highway 367
    Arkansas Highway 367 is a state highway in Arkansas that serves as a major local thoroughfare connecting several communities, including Ward, along a route that often parallels U.S. Highway 67.
  • C. 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.
  • D. Arkansas Highway 88
    Arkansas Highway 88 is a state highway in western Arkansas known for traversing the scenic Ouachita Mountains and forming part of the Talimena Scenic Drive.
  • E. Arkansas Highway 74
    Arkansas Highway 74 is a state highway in Arkansas that runs through the Ozark region, connecting several small communities and scenic rural areas.
  • 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 Highway 319
Triple: [Ward, Arkansas, roadAccessVia, Arkansas Highway 319]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Arkansas Highway 319
Target entity description: 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.
  • A. 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.
  • B. Arkansas Highway 367
    Arkansas Highway 367 is a state highway in Arkansas that serves as a major local thoroughfare connecting several communities, including Ward, along a route that often parallels U.S. Highway 67.
  • C. 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.
  • D. Arkansas Highway 88
    Arkansas Highway 88 is a state highway in western Arkansas known for traversing the scenic Ouachita Mountains and forming part of the Talimena Scenic Drive.
  • E. Arkansas Highway 74
    Arkansas Highway 74 is a state highway in Arkansas that runs through the Ozark region, connecting several small communities and scenic rural areas.
  • 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_69d85cd3a3c881908c71fc424d459c17 completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69ded7623c3c819092ca36b358b01842 completed April 15, 2026, 12:10 a.m.
NED1 Entity disambiguation (via context triple) batch_69feb7d956808190a3f17ef14c21d3af completed May 9, 2026, 4:28 a.m.
NEDg Description generation batch_69feb8e3c33081908a45f027d529b8fe completed May 9, 2026, 4:32 a.m.
NED2 Entity disambiguation (via description) batch_69febac2d3548190811323a40b09bc7e completed May 9, 2026, 4:40 a.m.
Created at: April 10, 2026, 2:55 a.m.