Triple

T17753068
Position Surface form Disambiguated ID Type / Status
Subject Klein Independent School District E443159 entity
Predicate headquartersLocation P62 FINISHED
Object Klein, Texas
Klein, Texas is an unincorporated community in the Houston metropolitan area known for its suburban residential character and association with the Klein Independent School District.
E1490032 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: Klein, Texas | Statement: [Klein Independent School District, headquartersLocation, Klein, Texas]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Klein, Texas
Context triple: [Klein Independent School District, headquartersLocation, Klein, Texas]
  • A. Kress, Texas
    Kress, Texas is a small rural city in the Texas Panhandle known for its agricultural community and location along U.S. Route 87.
  • B. Kirvin, Texas
    Kirvin, Texas is a small rural town located in Freestone County in east-central Texas.
  • C. 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.
  • D. Kurten, Texas
    Kurten, Texas is a small rural town in east-central Texas that is part of the Bryan–College Station metropolitan area.
  • E. Kaufman, Texas
    Kaufman, Texas is a small city in northeastern Texas that serves as the administrative and commercial hub of Kaufman County.
  • 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: Klein, Texas
Triple: [Klein Independent School District, headquartersLocation, Klein, Texas]
Generated description
Klein, Texas is an unincorporated community in the Houston metropolitan area known for its suburban residential character and association with the Klein Independent School District.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Klein, Texas
Target entity description: Klein, Texas is an unincorporated community in the Houston metropolitan area known for its suburban residential character and association with the Klein Independent School District.
  • A. Kress, Texas
    Kress, Texas is a small rural city in the Texas Panhandle known for its agricultural community and location along U.S. Route 87.
  • B. Kirvin, Texas
    Kirvin, Texas is a small rural town located in Freestone County in east-central Texas.
  • C. 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.
  • D. Kurten, Texas
    Kurten, Texas is a small rural town in east-central Texas that is part of the Bryan–College Station metropolitan area.
  • E. Kaufman, Texas
    Kaufman, Texas is a small city in northeastern Texas that serves as the administrative and commercial hub of Kaufman County.
  • 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_69d8b9edf16c8190a59ebd245d378f4f completed April 10, 2026, 8:50 a.m.
NER Named-entity recognition batch_69e4841c0540819093a32d759775c61f completed April 19, 2026, 7:28 a.m.
NED1 Entity disambiguation (via context triple) batch_6a09eec4ce9c8190b76efb4d6f038125 completed May 17, 2026, 4:37 p.m.
NEDg Description generation batch_6a09efc6a57c81908c72e794c16989d4 completed May 17, 2026, 4:41 p.m.
NED2 Entity disambiguation (via description) batch_6a09f07a090c8190aead09c3b06e0e34 completed May 17, 2026, 4:44 p.m.
Created at: April 10, 2026, 10:10 a.m.