Triple

T631666
Position Surface form Disambiguated ID Type / Status
Subject Denton County, Texas E15938 entity
Predicate contains P35 FINISHED
Object Town of Northlake, Texas
The Town of Northlake, Texas, is a small but rapidly growing suburban community in the Dallas–Fort Worth metropolitan area known for its residential developments and proximity to major transportation corridors.
E80065 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 Northlake, Texas | Statement: [Denton County, Texas, contains, Town of Northlake, Texas]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Town of Northlake, Texas
Context triple: [Denton County, Texas, contains, Town of Northlake, Texas]
  • A. 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.
  • B. Town of Lake Dallas, Texas
    The Town of Lake Dallas, Texas, is a small lakeside community in North Texas known for its proximity to Lewisville Lake and its suburban residential character within the Dallas–Fort Worth metropolitan area.
  • C. Rowlett
    Rowlett is a suburban city in the Dallas–Fort Worth metropolitan area of Texas, known for its location along Lake Ray Hubbard and family-oriented residential communities.
  • D. 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.
  • E. Lewisville, Texas
    Lewisville, Texas is a rapidly growing suburban city in North Texas known for its proximity to Dallas, diverse community, and recreational opportunities around Lewisville Lake.
  • 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 Northlake, Texas
Triple: [Denton County, Texas, contains, Town of Northlake, Texas]
Generated description
The Town of Northlake, Texas, is a small but rapidly growing suburban community in the Dallas–Fort Worth metropolitan area known for its residential developments and proximity to major transportation corridors.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Town of Northlake, Texas
Target entity description: The Town of Northlake, Texas, is a small but rapidly growing suburban community in the Dallas–Fort Worth metropolitan area known for its residential developments and proximity to major transportation corridors.
  • A. 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.
  • B. Town of Lake Dallas, Texas
    The Town of Lake Dallas, Texas, is a small lakeside community in North Texas known for its proximity to Lewisville Lake and its suburban residential character within the Dallas–Fort Worth metropolitan area.
  • C. Rowlett
    Rowlett is a suburban city in the Dallas–Fort Worth metropolitan area of Texas, known for its location along Lake Ray Hubbard and family-oriented residential communities.
  • D. 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.
  • E. Lewisville, Texas
    Lewisville, Texas is a rapidly growing suburban city in North Texas known for its proximity to Dallas, diverse community, and recreational opportunities around Lewisville Lake.
  • 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_69a57403c0208190b3ff497aade61b29 completed March 2, 2026, 11:26 a.m.
NEDg Description generation batch_69a574d565c481908ce2b259cb6e6977 completed March 2, 2026, 11:30 a.m.
NED2 Entity disambiguation (via description) batch_69a5757b7f2881909caf99470b08e811 completed March 2, 2026, 11:33 a.m.
Created at: March 1, 2026, 7:35 p.m.