Triple

T15516975
Position Surface form Disambiguated ID Type / Status
Subject Cabot, Arkansas E368857 entity
Predicate hasTransportation P105 FINISHED
Object Arkansas Highway 321
Arkansas Highway 321 is a state highway in central Arkansas that serves as a local connector route, including access to the city of Cabot.
 E1171747 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 321 | Statement: [Cabot, Arkansas, hasTransportation, Arkansas Highway 321]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Arkansas Highway 321
Context triple: [Cabot, Arkansas, hasTransportation, Arkansas Highway 321]
  • 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 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 31
    Arkansas Highway 31 is a state highway in Arkansas that runs through central parts of the state, serving communities such as Lonoke and connecting local and regional routes.
  • D. 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.
  • 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 Highway 321
Triple: [Cabot, Arkansas, hasTransportation, Arkansas Highway 321]
Generated description
Arkansas Highway 321 is a state highway in central Arkansas that serves as a local connector route, including access to the city of Cabot.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Arkansas Highway 321
Target entity description: Arkansas Highway 321 is a state highway in central Arkansas that serves as a local connector route, including access to the city of Cabot.
  • 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 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 31
    Arkansas Highway 31 is a state highway in Arkansas that runs through central parts of the state, serving communities such as Lonoke and connecting local and regional routes.
  • D. 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.
  • 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_69d85a1794cc8190b0b428716296e63e completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e04033303c8190a87b6384f68a6921 completed April 16, 2026, 1:49 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff7561b2188190a86f3d05ac16bb9a completed May 9, 2026, 5:56 p.m.
NEDg Description generation batch_69ff75d29a388190b0ca806b5de71be8 completed May 9, 2026, 5:58 p.m.
NED2 Entity disambiguation (via description) batch_69ff76432cd8819085d74cffeba754b6 completed May 9, 2026, 6 p.m.
Created at: April 10, 2026, 4:02 a.m.