Triple

T3593384
Position Surface form Disambiguated ID Type / Status
Subject Van Zandt County, Texas E76078 entity
Predicate hasUnincorporatedCommunity P6345 FINISHED
Object Walton, Texas
Walton, Texas is a small unincorporated rural community located in Van Zandt County in the U.S. state of Texas.
 E393087 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: Walton, Texas | Statement: [Van Zandt County, Texas, hasUnincorporatedCommunity, Walton, Texas]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Walton, Texas
Context triple: [Van Zandt County, Texas, hasUnincorporatedCommunity, Walton, Texas]
  • A. 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.
  • B. Van Alstyne, Texas
    Van Alstyne, Texas is a small North Texas city known for its historic downtown, rural charm, and growing role as a bedroom community between Sherman and the Dallas–Fort Worth metroplex.
  • C. Cottonwood, Texas
    Cottonwood, Texas is a small rural community located within Kaufman County in the state of Texas.
  • D. Rockett, Texas
    Rockett, Texas is a small unincorporated rural community located in Ellis County in the north-central region of the state.
  • E. Weston, Texas
    Weston, Texas is a small rural city in North Texas known for its historic character and location within 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: Walton, Texas
Triple: [Van Zandt County, Texas, hasUnincorporatedCommunity, Walton, Texas]
Generated description
Walton, Texas is a small unincorporated rural community located in Van Zandt County in the U.S. state of Texas.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Walton, Texas
Target entity description: Walton, Texas is a small unincorporated rural community located in Van Zandt County in the U.S. state of Texas.
  • A. 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.
  • B. Van Alstyne, Texas
    Van Alstyne, Texas is a small North Texas city known for its historic downtown, rural charm, and growing role as a bedroom community between Sherman and the Dallas–Fort Worth metroplex.
  • C. Cottonwood, Texas
    Cottonwood, Texas is a small rural community located within Kaufman County in the state of Texas.
  • D. Rockett, Texas
    Rockett, Texas is a small unincorporated rural community located in Ellis County in the north-central region of the state.
  • E. Weston, Texas
    Weston, Texas is a small rural city in North Texas known for its historic character and location within 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_69ad85d8042081908af94a04c410dec0 completed March 8, 2026, 2:21 p.m.
NER Named-entity recognition batch_69adc15bbbcc81908d6cf95f8e70c6ca completed March 8, 2026, 6:35 p.m.
NED1 Entity disambiguation (via context triple) batch_69b503dbed588190abe9ca45b1ff68f8 completed March 14, 2026, 6:44 a.m.
NEDg Description generation batch_69b507a2a1bc819080843ed3cbb132cb completed March 14, 2026, 7 a.m.
NED2 Entity disambiguation (via description) batch_69b5090e87d881908c2e84f4a6402113 completed March 14, 2026, 7:06 a.m.
Created at: March 8, 2026, 3:22 p.m.