Triple

T2581176
Position Surface form Disambiguated ID Type / Status
Subject Cooke County, Texas E57093 entity
Predicate hasUnincorporatedCommunity P6345 FINISHED
Object Lindsay, Texas
Lindsay, Texas is a small rural community in North Texas known for its strong German-Catholic heritage and close-knit, agricultural character.
E287330 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: Lindsay, Texas | Statement: [Cooke County, Texas, hasUnincorporatedCommunity, Lindsay, Texas]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Lindsay, Texas
Context triple: [Cooke County, Texas, hasUnincorporatedCommunity, Lindsay, Texas]
  • A. Lucas, Texas
    Lucas, Texas is a small suburban city in North Texas known for its rural character, large residential lots, and location within the Dallas–Fort Worth metropolitan area.
  • B. Lancaster, Texas
    Lancaster, Texas is a suburban city in Dallas County that forms part of the Dallas–Fort Worth metropolitan area.
  • C. Talty, Texas
    Talty, Texas is a small town in northeastern Texas that functions largely as a residential community within the Dallas–Fort Worth metropolitan area.
  • D. 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.
  • E. Longview, Texas
    Longview, Texas is a mid-sized East Texas city known as a regional hub for the oil, gas, and manufacturing industries and for hosting the annual Great Texas Balloon Race.
  • 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: Lindsay, Texas
Triple: [Cooke County, Texas, hasUnincorporatedCommunity, Lindsay, Texas]
Generated description
Lindsay, Texas is a small rural community in North Texas known for its strong German-Catholic heritage and close-knit, agricultural character.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Lindsay, Texas
Target entity description: Lindsay, Texas is a small rural community in North Texas known for its strong German-Catholic heritage and close-knit, agricultural character.
  • A. Lucas, Texas
    Lucas, Texas is a small suburban city in North Texas known for its rural character, large residential lots, and location within the Dallas–Fort Worth metropolitan area.
  • B. Lancaster, Texas
    Lancaster, Texas is a suburban city in Dallas County that forms part of the Dallas–Fort Worth metropolitan area.
  • C. Talty, Texas
    Talty, Texas is a small town in northeastern Texas that functions largely as a residential community within the Dallas–Fort Worth metropolitan area.
  • D. 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.
  • E. Longview, Texas
    Longview, Texas is a mid-sized East Texas city known as a regional hub for the oil, gas, and manufacturing industries and for hosting the annual Great Texas Balloon Race.
  • 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_69ab4a4dca6481908c301f8e317396e7 completed March 6, 2026, 9:42 p.m.
NER Named-entity recognition batch_69abd3c6da888190ba7abfe37d182602 completed March 7, 2026, 7:29 a.m.
NED1 Entity disambiguation (via context triple) batch_69afa046b09c8190a03f6a24ae1a1d6e completed March 10, 2026, 4:38 a.m.
NEDg Description generation batch_69afa1196aac81909b25557dff5acf5e completed March 10, 2026, 4:42 a.m.
NED2 Entity disambiguation (via description) batch_69afa1a7d9b48190a8b14a7d209e1f26 completed March 10, 2026, 4:44 a.m.
Created at: March 6, 2026, 9:49 p.m.