Triple

T12775997
Position Surface form Disambiguated ID Type / Status
Subject Texas State Highway 16 E305373 entity
Predicate passesThrough P225 FINISHED
Object Bandera, Texas
Bandera, Texas is a small Hill Country town known as the "Cowboy Capital of the World," celebrated for its Western heritage, dude ranches, and rodeo culture.
E1040501 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: Bandera, Texas | Statement: [Texas State Highway 16, passesThrough, Bandera, Texas]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bandera, Texas
Context triple: [Texas State Highway 16, passesThrough, Bandera, Texas]
  • A. Del Rio, Texas
    Del Rio, Texas is a border city in southwest Texas along the Rio Grande, known as a regional hub for trade, law enforcement, and federal government activity.
  • B. Blanco, Texas
    Blanco, Texas is a small Hill Country town in central Texas known for its historic square, access to Blanco State Park on the Blanco River, and location between Austin and San Antonio.
  • C. Velasco, Texas
    Velasco, Texas was a historic Gulf Coast port town that played a key role in early Texas history, including as the site where treaties ending the Texas Revolution were signed.
  • D. Alvarado, Texas
    Alvarado, Texas is a small historic city in North Texas known as the oldest city in Johnson County and part of the Dallas–Fort Worth metropolitan area.
  • E. Navasota, Texas
    Navasota, Texas is a small city in Grimes County that serves as a historic railroad and commercial hub within the Greater Houston 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: Bandera, Texas
Triple: [Texas State Highway 16, passesThrough, Bandera, Texas]
Generated description
Bandera, Texas is a small Hill Country town known as the "Cowboy Capital of the World," celebrated for its Western heritage, dude ranches, and rodeo culture.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bandera, Texas
Target entity description: Bandera, Texas is a small Hill Country town known as the "Cowboy Capital of the World," celebrated for its Western heritage, dude ranches, and rodeo culture.
  • A. Del Rio, Texas
    Del Rio, Texas is a border city in southwest Texas along the Rio Grande, known as a regional hub for trade, law enforcement, and federal government activity.
  • B. Blanco, Texas
    Blanco, Texas is a small Hill Country town in central Texas known for its historic square, access to Blanco State Park on the Blanco River, and location between Austin and San Antonio.
  • C. Velasco, Texas
    Velasco, Texas was a historic Gulf Coast port town that played a key role in early Texas history, including as the site where treaties ending the Texas Revolution were signed.
  • D. Alvarado, Texas
    Alvarado, Texas is a small historic city in North Texas known as the oldest city in Johnson County and part of the Dallas–Fort Worth metropolitan area.
  • E. Navasota, Texas
    Navasota, Texas is a small city in Grimes County that serves as a historic railroad and commercial hub within the Greater Houston 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_69d7bdf2b43c819098ae5aa68e61ea58 completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d96df6b3c88190b0bbe70de8ddcbf3 completed April 10, 2026, 9:39 p.m.
NED1 Entity disambiguation (via context triple) batch_69f739688734819092b14bd3edacd4ef completed May 3, 2026, 12:02 p.m.
NEDg Description generation batch_69f73ba2ae5c8190a17c71ce0df0eaf4 completed May 3, 2026, 12:12 p.m.
NED2 Entity disambiguation (via description) batch_69f73bdb099c8190a90654709d33ccbf completed May 3, 2026, 12:13 p.m.
Created at: April 9, 2026, 5:29 p.m.