Triple

T15720867
Position Surface form Disambiguated ID Type / Status
Subject Saline County, Arkansas E381087 entity
Predicate hasMajorHighway P385 FINISHED
Object 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.
E1190100 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 35 | Statement: [Saline County, Arkansas, hasMajorHighway, Arkansas Highway 35]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Arkansas Highway 35
Context triple: [Saline County, Arkansas, hasMajorHighway, Arkansas Highway 35]
  • A. 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.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. 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.
  • 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 35
Triple: [Saline County, Arkansas, hasMajorHighway, Arkansas Highway 35]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Arkansas Highway 35
Target entity description: 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.
  • A. 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.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. 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.
  • 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_69d86d9bf930819082b30cf6d169297c completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e04fb0b51081908e652ec4992296fa completed April 16, 2026, 2:55 a.m.
NED1 Entity disambiguation (via context triple) batch_69ffcf0bc4e88190be83324776b26df9 completed May 10, 2026, 12:19 a.m.
NEDg Description generation batch_69ffd2f2e66481908fb1d68c24ad0460 completed May 10, 2026, 12:36 a.m.
NED2 Entity disambiguation (via description) batch_69ffd3417ebc8190bcc84138c584f86a completed May 10, 2026, 12:37 a.m.
Created at: April 10, 2026, 4:45 a.m.