Triple

T15517019
Position Surface form Disambiguated ID Type / Status
Subject Lonoke, Arkansas E368858 entity
Predicate hasMajorHighway P385 FINISHED
Object Arkansas Highway 31 E1165881 NE FINISHED

How this triple was built (2 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 31 | Statement: [Lonoke, Arkansas, hasMajorHighway, Arkansas Highway 31]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Arkansas Highway 31
Context triple: [Lonoke, Arkansas, hasMajorHighway, Arkansas Highway 31]
  • A. Arkansas Highway 31 chosen
    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 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.
  • E. 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.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69ff82e376f08190b5ae9793a0381204 completed May 9, 2026, 6:54 p.m.
Created at: April 10, 2026, 4:02 a.m.