Triple

T3809197
Position Surface form Disambiguated ID Type / Status
Subject Texas Department of Transportation E93088 entity
Predicate hasDivision P35 FINISHED
Object San Antonio District
The San Antonio District is a regional division of the Texas Department of Transportation responsible for planning, building, and maintaining the state transportation system in and around the San Antonio area.
E390418 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: San Antonio District | Statement: [Texas Department of Transportation, hasDivision, San Antonio District]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: San Antonio District
Context triple: [Texas Department of Transportation, hasDivision, San Antonio District]
  • A. McAllen–Edinburg–Mission metropolitan area
    The McAllen–Edinburg–Mission metropolitan area is a major urban region in South Texas’ Rio Grande Valley centered on the cities of McAllen, Edinburg, and Mission near the U.S.–Mexico border.
  • B. San Antonio–New Braunfels metropolitan area
    The San Antonio–New Braunfels metropolitan area is a major South Texas urban region centered on San Antonio and its surrounding communities, known for its rapid growth, diverse economy, and blend of historic and modern cultural attractions.
  • C. Western District of Texas
    The Western District of Texas is a federal judicial district encompassing a large portion of central and western Texas, including major cities such as Austin, San Antonio, El Paso, and Waco.
  • D. Álamos
    Álamos is a residential neighborhood in Mexico City’s Benito Juárez borough, known for its central location and urban character.
  • E. Bexar County
    Bexar County is a county in south-central Texas that includes the city of San Antonio and serves as a major cultural, historical, and economic hub of the region.
  • 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: San Antonio District
Triple: [Texas Department of Transportation, hasDivision, San Antonio District]
Generated description
The San Antonio District is a regional division of the Texas Department of Transportation responsible for planning, building, and maintaining the state transportation system in and around the San Antonio area.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: San Antonio District
Target entity description: The San Antonio District is a regional division of the Texas Department of Transportation responsible for planning, building, and maintaining the state transportation system in and around the San Antonio area.
  • A. McAllen–Edinburg–Mission metropolitan area
    The McAllen–Edinburg–Mission metropolitan area is a major urban region in South Texas’ Rio Grande Valley centered on the cities of McAllen, Edinburg, and Mission near the U.S.–Mexico border.
  • B. San Antonio–New Braunfels metropolitan area
    The San Antonio–New Braunfels metropolitan area is a major South Texas urban region centered on San Antonio and its surrounding communities, known for its rapid growth, diverse economy, and blend of historic and modern cultural attractions.
  • C. Western District of Texas
    The Western District of Texas is a federal judicial district encompassing a large portion of central and western Texas, including major cities such as Austin, San Antonio, El Paso, and Waco.
  • D. Álamos
    Álamos is a residential neighborhood in Mexico City’s Benito Juárez borough, known for its central location and urban character.
  • E. Bexar County
    Bexar County is a county in south-central Texas that includes the city of San Antonio and serves as a major cultural, historical, and economic hub of the region.
  • 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_69aed96a60088190ab1df8390fffc935 completed March 9, 2026, 2:30 p.m.
NER Named-entity recognition batch_69aee80c7fc48190b5c2400918bba5c2 completed March 9, 2026, 3:32 p.m.
NED1 Entity disambiguation (via context triple) batch_69b4fb33db9c81908b462ee80aaaad34 completed March 14, 2026, 6:07 a.m.
NEDg Description generation batch_69b4fc08d65081908953482b10fa5611 completed March 14, 2026, 6:11 a.m.
NED2 Entity disambiguation (via description) batch_69b4fc7d8cf081909c4447818b5363c5 completed March 14, 2026, 6:13 a.m.
Created at: March 9, 2026, 3:16 p.m.