Triple

T12756786
Position Surface form Disambiguated ID Type / Status
Subject Muldrow, Oklahoma E304880 entity
Predicate partOf P40 FINISHED
Object Fort Smith 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 metropolitan area | Statement: [Muldrow, Oklahoma, partOf, Fort Smith metropolitan area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Fort Smith metropolitan area
Context triple: [Muldrow, Oklahoma, partOf, Fort Smith 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
    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.
  • C. 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.
  • D. 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.
  • E. Hot Springs Metropolitan Statistical Area
    The Hot Springs Metropolitan Statistical Area is a U.S. Census-defined region in central Arkansas centered on the city of Hot Springs and its surrounding communities, used for demographic and economic analysis.
  • 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_69f6b8c514c481908ffff413c3873b0b completed May 3, 2026, 2:53 a.m.
Created at: April 9, 2026, 5:27 p.m.