Triple

T1035864
Position Surface form Disambiguated ID Type / Status
Subject Kaufman County, Texas E22359 entity
Predicate includesTown P847 FINISHED
Object Grays Prairie, Texas
Grays Prairie, Texas is a small rural village located in Kaufman County within the Dallas–Fort Worth metropolitan area.
 E122052 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: Grays Prairie, Texas | Statement: [Kaufman County, Texas, includesTown, Grays Prairie, Texas]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Grays Prairie, Texas
Context triple: [Kaufman County, Texas, includesTown, Grays Prairie, Texas]
  • A. Blue Ridge, Texas
    Blue Ridge, Texas is a small rural city in northeastern Collin County known for its close-knit community and agricultural surroundings within the Dallas–Fort Worth metropolitan area.
  • B. Watauga, Texas
    Watauga, Texas is a suburban city in the Dallas–Fort Worth metropolitan area known primarily as a residential community.
  • C. Mesquite, Texas
    Mesquite, Texas is a suburban city in the eastern part of the Dallas–Fort Worth area known for its strong retail centers, rodeo heritage, and family-oriented residential communities.
  • D. Balch Springs
    Balch Springs is a suburban city in the Dallas–Fort Worth metropolitan area in northeastern Texas.
  • E. Lowry Crossing, Texas
    Lowry Crossing, Texas is a small rural city in Collin County that forms part of the rapidly growing Dallas–Fort Worth 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: Grays Prairie, Texas
Triple: [Kaufman County, Texas, includesTown, Grays Prairie, Texas]
Generated description
Grays Prairie, Texas is a small rural village located in Kaufman County within the Dallas–Fort Worth metropolitan area.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Grays Prairie, Texas
Target entity description: Grays Prairie, Texas is a small rural village located in Kaufman County within the Dallas–Fort Worth metropolitan area.
  • A. Blue Ridge, Texas
    Blue Ridge, Texas is a small rural city in northeastern Collin County known for its close-knit community and agricultural surroundings within the Dallas–Fort Worth metropolitan area.
  • B. Watauga, Texas
    Watauga, Texas is a suburban city in the Dallas–Fort Worth metropolitan area known primarily as a residential community.
  • C. Mesquite, Texas
    Mesquite, Texas is a suburban city in the eastern part of the Dallas–Fort Worth area known for its strong retail centers, rodeo heritage, and family-oriented residential communities.
  • D. Balch Springs
    Balch Springs is a suburban city in the Dallas–Fort Worth metropolitan area in northeastern Texas.
  • E. Lowry Crossing, Texas
    Lowry Crossing, Texas is a small rural city in Collin County that forms part of the rapidly growing Dallas–Fort Worth 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_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_69ac3bc378fc8190846d5ffce73371dd completed March 7, 2026, 2:52 p.m.
NEDg Description generation batch_69ac3df28858819091c594a9cb2aab07 completed March 7, 2026, 3:02 p.m.
NED2 Entity disambiguation (via description) batch_69ac3e5b716c8190b95fde14ee6c434a completed March 7, 2026, 3:03 p.m.
Created at: March 1, 2026, 7:41 p.m.