Triple

T12756793
Position Surface form Disambiguated ID Type / Status
Subject Muldrow, Oklahoma E304880 entity
Predicate isPartOf P10 FINISHED
Object Arkansas–Oklahoma metropolitan area E248202 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: [Muldrow, Oklahoma, isPartOf, Arkansas–Oklahoma metropolitan area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Arkansas–Oklahoma metropolitan area
Context triple: [Muldrow, Oklahoma, isPartOf, Arkansas–Oklahoma metropolitan area]
  • A. Tulsa metropolitan area chosen
    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
    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_69d7bdf1fcd081909ffb0e0d6fa3a07d completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d96d8b57b88190b29b8fdca415c81c completed April 10, 2026, 9:37 p.m.
NED1 Entity disambiguation (via context triple) batch_69f67c9c93248190b77c7d229da64ffb completed May 2, 2026, 10:37 p.m.
Created at: April 9, 2026, 5:27 p.m.