Triple

T6508837
Position Surface form Disambiguated ID Type / Status
Subject Four State Area E150076 entity
Predicate servedByMediaMarket P2198 FINISHED
Object Fort Smith–Fayetteville television market
The Fort Smith–Fayetteville television market is a regional U.S. broadcast area in western Arkansas and neighboring states that provides local network TV programming and news coverage to the surrounding Four State Area.
 E605302 NE FINISHED

How this triple was built (4 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–Fayetteville television market | Statement: [Four State Area, servedByMediaMarket, Fort Smith–Fayetteville television market]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Fort Smith–Fayetteville television market
Context triple: [Four State Area, servedByMediaMarket, Fort Smith–Fayetteville television market]
  • A. Fort Smith metropolitan area
    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. Fayetteville, Arkansas, United States
    Fayetteville, Arkansas, United States is a city in northwest Arkansas known as the home of the University of Arkansas and a regional center for education, culture, and the arts.
  • 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. Fayetteville, Tennessee
    Fayetteville, Tennessee is a small historic city in Lincoln County, known as one of the older settlements in southern Middle Tennessee.
  • E. Fort Smith metropolitan area (Oklahoma portion)
    The Fort Smith metropolitan area (Oklahoma portion) is the segment of the bi-state Fort Smith, Arkansas–Oklahoma metro region that encompasses the communities and counties located in eastern Oklahoma.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Fort Smith–Fayetteville television market
Triple: [Four State Area, servedByMediaMarket, Fort Smith–Fayetteville television market]
Generated description
The Fort Smith–Fayetteville television market is a regional U.S. broadcast area in western Arkansas and neighboring states that provides local network TV programming and news coverage to the surrounding Four State Area.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Fort Smith–Fayetteville television market
Target entity description: The Fort Smith–Fayetteville television market is a regional U.S. broadcast area in western Arkansas and neighboring states that provides local network TV programming and news coverage to the surrounding Four State Area.
  • A. Fort Smith metropolitan area
    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. Fayetteville, Arkansas, United States
    Fayetteville, Arkansas, United States is a city in northwest Arkansas known as the home of the University of Arkansas and a regional center for education, culture, and the arts.
  • 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. Fayetteville, Tennessee
    Fayetteville, Tennessee is a small historic city in Lincoln County, known as one of the older settlements in southern Middle Tennessee.
  • E. Fort Smith metropolitan area (Oklahoma portion)
    The Fort Smith metropolitan area (Oklahoma portion) is the segment of the bi-state Fort Smith, Arkansas–Oklahoma metro region that encompasses the communities and counties located in eastern Oklahoma.
  • 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_69c687ef291081909d437f035eef1cda completed March 27, 2026, 1:36 p.m.
NER Named-entity recognition batch_69c6ad92c624819086dbb12b4f6b78d3 completed March 27, 2026, 4:17 p.m.
NED1 Entity disambiguation (via context triple) batch_69c6d50d155c81908b01914db32494d8 completed March 27, 2026, 7:05 p.m.
NEDg Description generation batch_69c6d82753288190bb8cd18254feee2d completed March 27, 2026, 7:19 p.m.
NED2 Entity disambiguation (via description) batch_69c6d92bc2508190b0e1eaf8b46c958e completed March 27, 2026, 7:23 p.m.
Created at: March 27, 2026, 1:43 p.m.