Triple

T21300279
Position Surface form Disambiguated ID Type / Status
Subject Lorena, Texas E525041 entity
Predicate partOf P40 FINISHED
Object Waco metropolitan area
The Waco metropolitan area is a regional urban and economic hub in Central Texas centered on the city of Waco and its surrounding communities.
E1479536 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: Waco metropolitan area | Statement: [Lorena, Texas, partOf, Waco metropolitan area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Waco metropolitan area
Context triple: [Lorena, Texas, partOf, Waco metropolitan area]
  • A. Abilene metropolitan area
    The Abilene metropolitan area is a regional urban hub in west-central Texas centered on the city of Abilene, known for its military presence, higher education institutions, and role as an economic and cultural center for the surrounding rural counties.
  • B. Waco, Texas
    Waco, Texas is a central Texas city known for being home to Baylor University and its prominent collegiate athletic programs.
  • C. Brownwood micropolitan area
    The Brownwood micropolitan area is a small urban region in central Texas centered on the city of Brownwood and its surrounding communities, recognized by the U.S. Census Bureau for statistical and economic purposes.
  • D. San Antonio–Austin
    San Antonio–Austin refers to the central Texas urban corridor encompassing the rapidly growing metropolitan areas of San Antonio and Austin, known for its economic, cultural, and transportation significance.
  • E. Texarkana metropolitan area
    The Texarkana metropolitan area is a bi-state urban region centered on the twin cities of Texarkana, Texas, and Texarkana, Arkansas, serving as a key commercial and cultural hub of the Ark-La-Tex 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: Waco metropolitan area
Triple: [Lorena, Texas, partOf, Waco metropolitan area]
Generated description
The Waco metropolitan area is a regional urban and economic hub in Central Texas centered on the city of Waco and its surrounding communities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Waco metropolitan area
Target entity description: The Waco metropolitan area is a regional urban and economic hub in Central Texas centered on the city of Waco and its surrounding communities.
  • A. Abilene metropolitan area
    The Abilene metropolitan area is a regional urban hub in west-central Texas centered on the city of Abilene, known for its military presence, higher education institutions, and role as an economic and cultural center for the surrounding rural counties.
  • B. Waco, Texas
    Waco, Texas is a central Texas city known for being home to Baylor University and its prominent collegiate athletic programs.
  • C. Brownwood micropolitan area
    The Brownwood micropolitan area is a small urban region in central Texas centered on the city of Brownwood and its surrounding communities, recognized by the U.S. Census Bureau for statistical and economic purposes.
  • D. San Antonio–Austin
    San Antonio–Austin refers to the central Texas urban corridor encompassing the rapidly growing metropolitan areas of San Antonio and Austin, known for its economic, cultural, and transportation significance.
  • E. Texarkana metropolitan area
    The Texarkana metropolitan area is a bi-state urban region centered on the twin cities of Texarkana, Texas, and Texarkana, Arkansas, serving as a key commercial and cultural hub of the Ark-La-Tex 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_69e0b517e6748190850d6f6ddf323d69 completed April 16, 2026, 10:08 a.m.
NER Named-entity recognition batch_69e7385b1c548190b940ded0163ee3ca completed April 21, 2026, 8:42 a.m.
NED1 Entity disambiguation (via context triple) batch_6a09ad519bc88190a6b153ff52561cd3 completed May 17, 2026, 11:58 a.m.
NEDg Description generation batch_6a09ae5326ec8190b0c9d5f86bcec898 completed May 17, 2026, 12:02 p.m.
NED2 Entity disambiguation (via description) batch_6a09aec317d081908f98379c17ad58de completed May 17, 2026, 12:04 p.m.
Created at: April 16, 2026, 4:05 p.m.