Triple

T631659
Position Surface form Disambiguated ID Type / Status
Subject Denton County, Texas E15938 entity
Predicate contains P35 FINISHED
Object Town of Pilot Point, Texas
The Town of Pilot Point, Texas, is a small historic community in North Texas known for its rural charm, proximity to Lake Ray Roberts, and location within the Dallas–Fort Worth metropolitan area.
E80845 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: Town of Pilot Point, Texas | Statement: [Denton County, Texas, contains, Town of Pilot Point, Texas]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Town of Pilot Point, Texas
Context triple: [Denton County, Texas, contains, Town of Pilot Point, Texas]
  • A. Town of Argyle, Texas
    The Town of Argyle, Texas, is a small, semi-rural community in the Dallas–Fort Worth metropolitan area known for its upscale residential neighborhoods, strong schools, and equestrian-friendly character.
  • B. Town of Sanger, Texas
    The Town of Sanger, Texas is a small city in North Texas known for its rural character, proximity to Denton, and location along Interstate 35.
  • C. Mission, Texas
    Mission, Texas is a city in the Rio Grande Valley in southern Texas, known for its agricultural industry and proximity to the U.S.–Mexico border.
  • D. Town of Little Elm, Texas
    The Town of Little Elm, Texas, is a rapidly growing lakeside community in the Dallas–Fort Worth metropolitan area known for its extensive shoreline along Lewisville Lake and family-oriented suburban character.
  • E. Sherman, Texas
    Sherman, Texas is a small North Texas city and county seat of Grayson County, known for its proximity to the Red River and its role as a regional hub in the Sherman–Denison metropolitan area.
  • 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: Town of Pilot Point, Texas
Triple: [Denton County, Texas, contains, Town of Pilot Point, Texas]
Generated description
The Town of Pilot Point, Texas, is a small historic community in North Texas known for its rural charm, proximity to Lake Ray Roberts, and location within the Dallas–Fort Worth metropolitan area.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Town of Pilot Point, Texas
Target entity description: The Town of Pilot Point, Texas, is a small historic community in North Texas known for its rural charm, proximity to Lake Ray Roberts, and location within the Dallas–Fort Worth metropolitan area.
  • A. Town of Argyle, Texas
    The Town of Argyle, Texas, is a small, semi-rural community in the Dallas–Fort Worth metropolitan area known for its upscale residential neighborhoods, strong schools, and equestrian-friendly character.
  • B. Town of Sanger, Texas
    The Town of Sanger, Texas is a small city in North Texas known for its rural character, proximity to Denton, and location along Interstate 35.
  • C. Mission, Texas
    Mission, Texas is a city in the Rio Grande Valley in southern Texas, known for its agricultural industry and proximity to the U.S.–Mexico border.
  • D. Town of Little Elm, Texas
    The Town of Little Elm, Texas, is a rapidly growing lakeside community in the Dallas–Fort Worth metropolitan area known for its extensive shoreline along Lewisville Lake and family-oriented suburban character.
  • E. Sherman, Texas
    Sherman, Texas is a small North Texas city and county seat of Grayson County, known for its proximity to the Red River and its role as a regional hub in the Sherman–Denison metropolitan area.
  • 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_69a4935c131c8190a5378c6bf101e8cc completed March 1, 2026, 7:28 p.m.
NER Named-entity recognition batch_69a49ec2a4c08190bc5c6ce8a10b0967 completed March 1, 2026, 8:17 p.m.
NED1 Entity disambiguation (via context triple) batch_69a57b5627788190a5381b1a50b4508d completed March 2, 2026, 11:58 a.m.
NEDg Description generation batch_69a57dbe4aa88190ad6d185f8151f85b completed March 2, 2026, 12:08 p.m.
NED2 Entity disambiguation (via description) batch_69a57e3b4d448190bd7f4a6249b7e3a1 completed March 2, 2026, 12:10 p.m.
Created at: March 1, 2026, 7:35 p.m.