Triple

T15894956
Position Surface form Disambiguated ID Type / Status
Subject Northwest Arkansas metropolitan area E385429 entity
Predicate containsCity P294 FINISHED
Object Sulphur Springs, Arkansas E1063419 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: Sulphur Springs, Arkansas | Statement: [Northwest Arkansas metropolitan area, containsCity, Sulphur Springs, Arkansas]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Sulphur Springs, Arkansas
Context triple: [Northwest Arkansas metropolitan area, containsCity, Sulphur Springs, Arkansas]
  • A. Sulphur Springs, Arkansas chosen
    Sulphur Springs, Arkansas is a small city in northwestern Arkansas known historically as a mineral-springs resort community.
  • B. Elm Springs, Arkansas
    Elm Springs, Arkansas is a small city in northwest Arkansas that forms part of the rapidly growing Northwest Arkansas metropolitan region.
  • C. Springtown, Arkansas
    Springtown, Arkansas is a small rural town located in Benton County in the northwestern region of the state.
  • D. Cave Springs, Arkansas
    Cave Springs, Arkansas is a small city in northwest Arkansas known for its suburban residential character and proximity to the larger communities of the rapidly growing Benton County region.
  • E. Siloam Springs, Arkansas
    Siloam Springs, Arkansas is a small city in northwestern Arkansas known for its historic downtown, natural springs, and proximity to the Oklahoma border.
  • 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_69d86da5b800819083a31be937d738b0 completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e1563809748190a54156b946d3f061 completed April 16, 2026, 9:35 p.m.
NED1 Entity disambiguation (via context triple) batch_6a011b31b3b4819095d0c24ee471e2a9 completed May 10, 2026, 11:56 p.m.
Created at: April 10, 2026, 4:51 a.m.