Triple

T5359570
Position Surface form Disambiguated ID Type / Status
Subject Hays County E102985 entity
Predicate containsSettlement P847 FINISHED
Object Kyle, Texas
Kyle, Texas is a rapidly growing small city in Central Texas located between Austin and San Marcos, known for its suburban character and proximity to major highways.
 E563235 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: Kyle, Texas | Statement: [Hays County, containsSettlement, Kyle, Texas]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Kyle, Texas
Context triple: [Hays County, containsSettlement, Kyle, Texas]
  • A. Kaufman, Texas
    Kaufman, Texas is a small city in northeastern Texas that serves as the administrative and commercial hub of Kaufman County.
  • B. Keller, Texas
    Keller, Texas is a suburban city in the Dallas–Fort Worth metropolitan area known for its family-friendly neighborhoods, quality schools, and extensive parks and trail system.
  • C. Killeen, Texas
    Killeen, Texas is a central Texas city best known as the civilian community adjacent to the large U.S. Army installation Fort Cavazos (formerly Fort Hood).
  • D. Keene, Texas
    Keene, Texas is a small city in North Texas known for its close-knit community and association with Southwestern Adventist University.
  • E. Kurten, Texas
    Kurten, Texas is a small rural town in east-central Texas that is part of the Bryan–College Station 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: Kyle, Texas
Triple: [Hays County, containsSettlement, Kyle, Texas]
Generated description
Kyle, Texas is a rapidly growing small city in Central Texas located between Austin and San Marcos, known for its suburban character and proximity to major highways.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Kyle, Texas
Target entity description: Kyle, Texas is a rapidly growing small city in Central Texas located between Austin and San Marcos, known for its suburban character and proximity to major highways.
  • A. Kaufman, Texas
    Kaufman, Texas is a small city in northeastern Texas that serves as the administrative and commercial hub of Kaufman County.
  • B. Keller, Texas
    Keller, Texas is a suburban city in the Dallas–Fort Worth metropolitan area known for its family-friendly neighborhoods, quality schools, and extensive parks and trail system.
  • C. Killeen, Texas
    Killeen, Texas is a central Texas city best known as the civilian community adjacent to the large U.S. Army installation Fort Cavazos (formerly Fort Hood).
  • D. Keene, Texas
    Keene, Texas is a small city in North Texas known for its close-knit community and association with Southwestern Adventist University.
  • E. Kurten, Texas
    Kurten, Texas is a small rural town in east-central Texas that is part of the Bryan–College Station 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_69bd43daa3e4819090b59d127db70e57 completed March 20, 2026, 12:55 p.m.
NER Named-entity recognition batch_69bd86330e4c8190b5452226886287b3 completed March 20, 2026, 5:38 p.m.
NED1 Entity disambiguation (via context triple) batch_69c11331275c8190950247127d8e33c6 completed March 23, 2026, 10:17 a.m.
NEDg Description generation batch_69c113c9bc048190ab517300d56dd8e0 completed March 23, 2026, 10:19 a.m.
NED2 Entity disambiguation (via description) batch_69c1144e77f881908ab59a67160c1630 completed March 23, 2026, 10:22 a.m.
Created at: March 20, 2026, 2:02 p.m.