Triple

T2793490
Position Surface form Disambiguated ID Type / Status
Subject Fort Smith metropolitan area (Oklahoma portion) E61980 entity
Predicate sharesLaborMarketWith P43644 FINISHED
Object Fort Smith, Arkansas E251564 NE FINISHED

How this triple was built (3 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 | Statement: [Fort Smith metropolitan area (Oklahoma portion), sharesLaborMarketWith, Fort Smith, Arkansas]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Fort Smith, Arkansas
Context triple: [Fort Smith metropolitan area (Oklahoma portion), sharesLaborMarketWith, Fort Smith, Arkansas]
  • A. Fort Smith, Arkansas chosen
    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.
  • B. Blytheville, Arkansas
    Blytheville, Arkansas is a small city in northeastern Arkansas near the Mississippi River, historically known for its agricultural economy and later for its role as a regional industrial and transportation hub.
  • C. El Dorado, Arkansas
    El Dorado, Arkansas is a small city in southern Arkansas known historically for its oil boom and as a regional economic and cultural center within the Ark-La-Tex area.
  • D. Little Rock, Arkansas
    Little Rock, Arkansas is the capital and largest city of the U.S. state of Arkansas, known as a regional center for government, commerce, and culture.
  • E. Huntsville, Arkansas
    Huntsville, Arkansas is a small city in Madison County known as the hometown and longtime residence of former Arkansas governor Orval Faubus.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: sharesLaborMarketWith
Context triple: [Fort Smith metropolitan area (Oklahoma portion), sharesLaborMarketWith, Fort Smith, Arkansas]
  • A. laborMarket
    Indicates the relationship between workers seeking jobs and employers offering positions, including how wages, employment levels, and working conditions are determined through their interaction.
  • B. sharesWorkWith
    Indicates that one entity collaborates or participates jointly in work or tasks with another entity.
  • C. peakEmployment
    Indicates that an entity has reached its highest level of employment or workforce size during a specified period.
  • D. sharesProfessionWith
    Indicates that two entities have the same profession or occupational role.
  • E. employment
    Indicates a relationship where one entity hires, contracts, or otherwise engages another to perform work or services, typically in exchange for compensation.
  • F. None of above. chosen

Provenance (5 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_69ab4b7f51d881908768300ebd2fbdae completed March 6, 2026, 9:47 p.m.
NER Named-entity recognition batch_69abdeea881481908d759c72798a50fb completed March 7, 2026, 8:16 a.m.
NED1 Entity disambiguation (via context triple) batch_69afe8a5c364819092b01e90ee40e155 completed March 10, 2026, 9:47 a.m.
PD Predicate disambiguation batch_69abdd025c948190a97dd961a9592bac completed March 7, 2026, 8:08 a.m.
PDg Predicate description generation batch_69abdee94c2081908e5075e87e70780a completed March 7, 2026, 8:16 a.m.
Created at: March 6, 2026, 9:58 p.m.