Triple

T17163072
Position Surface form Disambiguated ID Type / Status
Subject Freestone County, Texas E416530 entity
Predicate seat P75 FINISHED
Object Fairfield, Texas
Fairfield, Texas is a small city in East-Central Texas known as a regional hub for outdoor recreation, ranching, and local government services.
 E1442847 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: Fairfield, Texas | Statement: [Freestone County, Texas, seat, Fairfield, Texas]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Fairfield, Texas
Context triple: [Freestone County, Texas, seat, Fairfield, Texas]
  • A. Fairview, Texas
    Fairview, Texas is a small suburban town in the Dallas–Fort Worth metropolitan area known for its residential communities and proximity to major shopping and business centers.
  • B. Colfax, Texas
    Colfax, Texas is a small unincorporated rural community located in Van Zandt County in East Texas.
  • C. Weatherford, Texas
    Weatherford, Texas is a historic North Texas city in the Dallas–Fort Worth metropolitan area known for its Western heritage, peach industry, and small-town charm.
  • D. Ferris, Texas
    Ferris, Texas is a small city in the Dallas–Fort Worth metropolitan area known historically for its brick manufacturing industry.
  • E. New London, Texas
    New London, Texas is a small East Texas town best known as the site of the 1937 New London School explosion, one of the deadliest school disasters in U.S. history.
  • 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: Fairfield, Texas
Triple: [Freestone County, Texas, seat, Fairfield, Texas]
Generated description
Fairfield, Texas is a small city in East-Central Texas known as a regional hub for outdoor recreation, ranching, and local government services.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Fairfield, Texas
Target entity description: Fairfield, Texas is a small city in East-Central Texas known as a regional hub for outdoor recreation, ranching, and local government services.
  • A. Fairview, Texas
    Fairview, Texas is a small suburban town in the Dallas–Fort Worth metropolitan area known for its residential communities and proximity to major shopping and business centers.
  • B. Colfax, Texas
    Colfax, Texas is a small unincorporated rural community located in Van Zandt County in East Texas.
  • C. Weatherford, Texas
    Weatherford, Texas is a historic North Texas city in the Dallas–Fort Worth metropolitan area known for its Western heritage, peach industry, and small-town charm.
  • D. Ferris, Texas
    Ferris, Texas is a small city in the Dallas–Fort Worth metropolitan area known historically for its brick manufacturing industry.
  • E. New London, Texas
    New London, Texas is a small East Texas town best known as the site of the 1937 New London School explosion, one of the deadliest school disasters in U.S. history.
  • 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_69d886d279c081909f8ff1f743ddeb69 completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e3f91316108190b0d856d6fa5cd509 completed April 18, 2026, 9:35 p.m.
NED1 Entity disambiguation (via context triple) batch_6a08c56e355481908d92db0b871d58dd completed May 16, 2026, 7:28 p.m.
NEDg Description generation batch_6a08c6877618819096a3621c19bfc9f2 completed May 16, 2026, 7:33 p.m.
NED2 Entity disambiguation (via description) batch_6a08c70c109c8190b4b38ea86f963f38 completed May 16, 2026, 7:35 p.m.
Created at: April 10, 2026, 5:37 a.m.