Triple

T23136198
Position Surface form Disambiguated ID Type / Status
Subject Carroll County, Arkansas E577328 entity
Predicate hasMajorHighway P385 FINISHED
Object Arkansas Highway 21 — 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 21 | Statement: [Carroll County, Arkansas, hasMajorHighway, Arkansas Highway 21]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Arkansas Highway 21
Context triple: [Carroll County, Arkansas, hasMajorHighway, Arkansas Highway 21]
  • A. Arkansas Highway 23
    Arkansas Highway 23 is a north–south state highway in Arkansas, known for its scenic route through the Ozark Mountains and its popular "Pig Trail" segment favored by tourists and motorcyclists.
  • B. Arkansas Highway 17
    Arkansas Highway 17 is a state highway in Arkansas that runs generally north–south, connecting rural communities and other state routes across the eastern part of the state.
  • C. Arkansas Highway 22
    Arkansas Highway 22 is a state highway running across western Arkansas, linking several small towns and cities between Fort Smith and Dardanelle.
  • D. 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.
  • E. Arkansas Highway 16
    Arkansas Highway 16 is a state highway in Arkansas that runs east–west across the northern part of the state, connecting multiple communities and serving as a key regional 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 21
Target entity description: Arkansas Highway 21 is a north–south state highway in Arkansas that runs through the Ozark region, providing access to scenic areas including parts of the Ozark National Forest.
  • A. Arkansas Highway 23
    Arkansas Highway 23 is a north–south state highway in Arkansas, known for its scenic route through the Ozark Mountains and its popular "Pig Trail" segment favored by tourists and motorcyclists.
  • B. Arkansas Highway 17
    Arkansas Highway 17 is a state highway in Arkansas that runs generally north–south, connecting rural communities and other state routes across the eastern part of the state.
  • C. Arkansas Highway 22
    Arkansas Highway 22 is a state highway running across western Arkansas, linking several small towns and cities between Fort Smith and Dardanelle.
  • D. 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.
  • E. Arkansas Highway 16
    Arkansas Highway 16 is a state highway in Arkansas that runs east–west across the northern part of the state, connecting multiple communities and serving as a key regional 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_69e245f8e6248190ba3d58e068b4dccb completed April 17, 2026, 2:38 p.m.
NER Named-entity recognition batch_69f18e8b694c8190b9ead00ea0576d90 completed April 29, 2026, 4:52 a.m.
Created at: April 17, 2026, 4 p.m.