Triple

T13154230
Position Surface form Disambiguated ID Type / Status
Subject Arkoma, Oklahoma E312541 entity
Predicate hasMetropolitanLink P5047 FINISHED
Object Fort Smith, Arkansas-Oklahoma metropolitan area E301357 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: Fort Smith, Arkansas-Oklahoma metropolitan area | Statement: [Arkoma, Oklahoma, hasMetropolitanLink, Fort Smith, Arkansas-Oklahoma metropolitan area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Fort Smith, Arkansas-Oklahoma metropolitan area
Context triple: [Arkoma, Oklahoma, hasMetropolitanLink, Fort Smith, Arkansas-Oklahoma metropolitan area]
  • A. Fort Smith metropolitan area chosen
    The Fort Smith metropolitan area is a multi-county urban and economic region centered on the city of Fort Smith, spanning parts of western Arkansas and eastern Oklahoma.
  • B. Fort Smith, Arkansas
    Fort Smith, Arkansas is a historic city in western Arkansas known for its 19th-century military fort, frontier heritage, and role as a key regional center near the Oklahoma border.
  • C. Fort Smith
    Fort Smith is a small town in the Northwest Territories of Canada, located near the Alberta border and known as a gateway to Wood Buffalo National Park and the Slave River rapids.
  • D. Little Rock–North Little Rock–Conway metropolitan area
    The Little Rock–North Little Rock–Conway metropolitan area is a major urban and economic region in central Arkansas centered around the state capital of Little Rock and its surrounding cities and suburbs.
  • E. Pine Bluff metropolitan area
    The Pine Bluff metropolitan area is a small metropolitan region in southeastern Arkansas centered on the city of Pine Bluff and its surrounding communities.
  • 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_69d806aabde48190899e13e41659cae5 completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69d98c06ccb881909390df18e1a6f7ed completed April 10, 2026, 11:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6ff0c88dc8190bcb83482d6df39b5 completed May 3, 2026, 7:53 a.m.
Created at: April 9, 2026, 9:11 p.m.