Triple

T3593371
Position Surface form Disambiguated ID Type / Status
Subject Van Zandt County, Texas E76078 entity
Predicate hasUnincorporatedCommunity P6345 FINISHED
Object Ben Wheeler, Texas
Ben Wheeler, Texas is a small rural community in East Texas known for its arts-focused revitalization, local music, and historic country charm.
 E371990 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: Ben Wheeler, Texas | Statement: [Van Zandt County, Texas, hasUnincorporatedCommunity, Ben Wheeler, Texas]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ben Wheeler, Texas
Context triple: [Van Zandt County, Texas, hasUnincorporatedCommunity, Ben Wheeler, Texas]
  • A. Texas Earnest Schramm Jr.
    Texas Earnest "Tex" Schramm Jr. was a prominent American football executive best known as the innovative and influential president and general manager of the Dallas Cowboys during their rise to NFL prominence.
  • B. Ray Roberts
    Ray Roberts was a Texas politician whose public service and regional influence led to a major state reservoir, Ray Roberts Lake, being named in his honor.
  • C. Rob Mullens
    Rob Mullens is a college athletics administrator best known for serving as the athletic director at the University of Oregon.
  • D. Don Baylor
    Don Baylor was an American Major League Baseball slugger and later manager, renowned for his power hitting, durability, and leadership on and off the field.
  • E. Edward Burleson
    Edward Burleson was a prominent Texian military and political leader of the Texas Revolution who later served as vice president of the Republic of Texas.
  • 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: Ben Wheeler, Texas
Triple: [Van Zandt County, Texas, hasUnincorporatedCommunity, Ben Wheeler, Texas]
Generated description
Ben Wheeler, Texas is a small rural community in East Texas known for its arts-focused revitalization, local music, and historic country charm.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ben Wheeler, Texas
Target entity description: Ben Wheeler, Texas is a small rural community in East Texas known for its arts-focused revitalization, local music, and historic country charm.
  • A. Texas Earnest Schramm Jr.
    Texas Earnest "Tex" Schramm Jr. was a prominent American football executive best known as the innovative and influential president and general manager of the Dallas Cowboys during their rise to NFL prominence.
  • B. Ray Roberts
    Ray Roberts was a Texas politician whose public service and regional influence led to a major state reservoir, Ray Roberts Lake, being named in his honor.
  • C. Rob Mullens
    Rob Mullens is a college athletics administrator best known for serving as the athletic director at the University of Oregon.
  • D. Don Baylor
    Don Baylor was an American Major League Baseball slugger and later manager, renowned for his power hitting, durability, and leadership on and off the field.
  • E. Edward Burleson
    Edward Burleson was a prominent Texian military and political leader of the Texas Revolution who later served as vice president of the Republic of Texas.
  • 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_69b4030bc5f081908d56edc4ff550d77 completed March 13, 2026, 12:28 p.m.
NEDg Description generation batch_69b403c9f6788190be21ee4c849fba60 completed March 13, 2026, 12:32 p.m.
NED2 Entity disambiguation (via description) batch_69b408744dcc819081308b7182a40c88 completed March 13, 2026, 12:52 p.m.
Created at: March 8, 2026, 3:22 p.m.