Triple

T19388923
Position Surface form Disambiguated ID Type / Status
Subject Lubbock County, Texas E485009 entity
Predicate hasTown P847 FINISHED
Object Wolfforth, Texas
Wolfforth, Texas is a small city in the South Plains region of West Texas that functions largely as a suburban community of nearby Lubbock.
 E1374496 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: Wolfforth, Texas | Statement: [Lubbock County, Texas, hasTown, Wolfforth, Texas]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Wolfforth, Texas
Context triple: [Lubbock County, Texas, hasTown, Wolfforth, Texas]
  • A. Wolfe City, Texas
    Wolfe City, Texas is a small rural city in North Texas known for its tight-knit community and agricultural surroundings.
  • B. 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.
  • C. Wylie, Texas
    Wylie, Texas is a rapidly growing suburban city in the Dallas–Fort Worth metropolitan area known for its family-friendly neighborhoods and proximity to major urban centers.
  • D. Walton, Texas
    Walton, Texas is a small unincorporated rural community located in Van Zandt County in the U.S. state of Texas.
  • E. Wheeler, Texas
    Wheeler, Texas is a small rural town in the Texas Panhandle known for its close-knit community and traditional West Texas ranching culture.
  • 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: Wolfforth, Texas
Triple: [Lubbock County, Texas, hasTown, Wolfforth, Texas]
Generated description
Wolfforth, Texas is a small city in the South Plains region of West Texas that functions largely as a suburban community of nearby Lubbock.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Wolfforth, Texas
Target entity description: Wolfforth, Texas is a small city in the South Plains region of West Texas that functions largely as a suburban community of nearby Lubbock.
  • A. Wolfe City, Texas
    Wolfe City, Texas is a small rural city in North Texas known for its tight-knit community and agricultural surroundings.
  • B. 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.
  • C. Wylie, Texas
    Wylie, Texas is a rapidly growing suburban city in the Dallas–Fort Worth metropolitan area known for its family-friendly neighborhoods and proximity to major urban centers.
  • D. Walton, Texas
    Walton, Texas is a small unincorporated rural community located in Van Zandt County in the U.S. state of Texas.
  • E. Wheeler, Texas
    Wheeler, Texas is a small rural town in the Texas Panhandle known for its close-knit community and traditional West Texas ranching culture.
  • 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_69d8e8d460d88190abf0591c5c9d2b0c completed April 10, 2026, 12:11 p.m.
NER Named-entity recognition batch_69e61b425e848190ab5ae8ae0a034fe2 completed April 20, 2026, 12:25 p.m.
NED1 Entity disambiguation (via context triple) batch_6a072b8503108190bfcd0ac7c94183f7 completed May 15, 2026, 2:19 p.m.
NEDg Description generation batch_6a072dc9e9808190ab0e5b6dd35147ab completed May 15, 2026, 2:29 p.m.
NED2 Entity disambiguation (via description) batch_6a072e3709e881909d70f130a77fc428 completed May 15, 2026, 2:31 p.m.
Created at: April 10, 2026, 1:36 p.m.