Triple

T1035551
Position Surface form Disambiguated ID Type / Status
Subject Frisco, Texas E22352 entity
Predicate borderedBy P224 FINISHED
Object Little Elm, Texas
Little Elm, Texas is a rapidly growing suburban town in the Dallas–Fort Worth metroplex known for its extensive shoreline along Lewisville Lake and family-oriented community.
 E202944 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: Little Elm, Texas | Statement: [Frisco, Texas, borderedBy, Little Elm, Texas]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Little Elm, Texas
Context triple: [Frisco, Texas, borderedBy, Little Elm, Texas]
  • A. Southlake, Texas
    Southlake, Texas is an affluent suburban city in the Dallas–Fort Worth metropolitan area known for its high-performing schools, upscale shopping, and master-planned residential communities.
  • B. 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.
  • C. Haltom City, Texas
    Haltom City, Texas is a suburban city in the Dallas–Fort Worth metropolitan area known for its residential communities and proximity to Fort Worth.
  • D. North Richland Hills, Texas
    North Richland Hills, Texas is a suburban city in Tarrant County known as a major residential and commercial community within the Dallas–Fort Worth metropolitan area.
  • 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: Little Elm, Texas
Triple: [Frisco, Texas, borderedBy, Little Elm, Texas]
Generated description
Little Elm, Texas is a rapidly growing suburban town in the Dallas–Fort Worth metroplex known for its extensive shoreline along Lewisville Lake and family-oriented community.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Little Elm, Texas
Target entity description: Little Elm, Texas is a rapidly growing suburban town in the Dallas–Fort Worth metroplex known for its extensive shoreline along Lewisville Lake and family-oriented community.
  • A. Southlake, Texas
    Southlake, Texas is an affluent suburban city in the Dallas–Fort Worth metropolitan area known for its high-performing schools, upscale shopping, and master-planned residential communities.
  • B. 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.
  • C. Haltom City, Texas
    Haltom City, Texas is a suburban city in the Dallas–Fort Worth metropolitan area known for its residential communities and proximity to Fort Worth.
  • D. North Richland Hills, Texas
    North Richland Hills, Texas is a suburban city in Tarrant County known as a major residential and commercial community within the Dallas–Fort Worth metropolitan area.
  • 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_69a493d848848190aed4011b34b2e8d3 completed March 1, 2026, 7:30 p.m.
NER Named-entity recognition batch_69a4b816272c8190a12e470c4d4ebcf9 completed March 1, 2026, 10:05 p.m.
NED1 Entity disambiguation (via context triple) batch_69adbf33c7808190962fb6c2496b4ec7 completed March 8, 2026, 6:25 p.m.
NEDg Description generation batch_69adbff135188190908058a2e2d41a1e completed March 8, 2026, 6:29 p.m.
NED2 Entity disambiguation (via description) batch_69adc0832cd881909702f380412702d5 completed March 8, 2026, 6:31 p.m.
Created at: March 1, 2026, 7:41 p.m.