Triple

T20052331
Position Surface form Disambiguated ID Type / Status
Subject Fordyce, Arkansas E499233 entity
Predicate hasTransportation P105 FINISHED
Object Arkansas Highway 8 — NE NERFINISHED

How this triple was built (3 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 8 | Statement: [Fordyce, Arkansas, hasTransportation, Arkansas Highway 8]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Arkansas Highway 8
Context triple: [Fordyce, Arkansas, hasTransportation, Arkansas Highway 8]
  • A. 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.
  • B. 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.
  • C. 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.
  • D. Arkansas Highway 7
    Arkansas Highway 7 is a major north–south state highway in Arkansas known for its scenic route through the Ouachita Mountains and the Ozarks, connecting multiple cities and recreational areas.
  • 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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Arkansas Highway 8
Target entity description: Arkansas Highway 8 is a state highway in Arkansas that runs east–west across the southern part of the state, connecting several rural communities and small cities.
  • A. 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.
  • B. 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.
  • C. 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.
  • D. Arkansas Highway 7
    Arkansas Highway 7 is a major north–south state highway in Arkansas known for its scenic route through the Ouachita Mountains and the Ozarks, connecting multiple cities and recreational areas.
  • 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 (2 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_69da6276bcf48190aabbf279192a5fb4 completed April 11, 2026, 3:02 p.m.
NER Named-entity recognition batch_69e6632ee4d48190b9de3a1efa064492 completed April 20, 2026, 5:32 p.m.
Created at: April 11, 2026, 3:38 p.m.