Triple

T12505771
Position Surface form Disambiguated ID Type / Status
Subject Panama, Oklahoma E298943 entity
Predicate locatedInRegion P40 FINISHED
Object Arkansas–Oklahoma metropolitan area E864662 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–Oklahoma metropolitan area | Statement: [Panama, Oklahoma, locatedInRegion, Arkansas–Oklahoma metropolitan area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Arkansas–Oklahoma metropolitan area
Context triple: [Panama, Oklahoma, locatedInRegion, Arkansas–Oklahoma metropolitan area]
  • A. Tulsa metropolitan area
    The Tulsa metropolitan area is a regional urban and economic hub in northeastern Oklahoma centered on the city of Tulsa and its surrounding communities.
  • B. Oklahoma City metropolitan area
    The Oklahoma City metropolitan area is a multi-county urban region centered on Oklahoma City that serves as the primary economic, cultural, and population hub of central Oklahoma.
  • C. Pine Bluff metropolitan area chosen
    The Pine Bluff metropolitan area is a small metropolitan region in southeastern Arkansas centered on the city of Pine Bluff and its surrounding communities.
  • 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. Wichita metropolitan area
    The Wichita metropolitan area is a population and economic center in south-central Kansas anchored by the city of Wichita 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_69d6ada4cd388190ae3bbf83ff87057a completed April 8, 2026, 7:33 p.m.
NER Named-entity recognition batch_69d94dfddf38819099263b8b1e804736 completed April 10, 2026, 7:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69f64bb5af708190b3786da334c3bf23 completed May 2, 2026, 7:08 p.m.
Created at: April 8, 2026, 9:57 p.m.