Triple

T6288790
Position Surface form Disambiguated ID Type / Status
Subject Texas A&M University–Central Texas E140963 entity
Predicate primaryServiceArea P82 FINISHED
Object Killeen–Temple–Fort Hood region
The Killeen–Temple–Fort Hood region is a Central Texas metropolitan area anchored by the cities of Killeen and Temple and the large U.S. Army installation Fort Hood.
E581084 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: Killeen–Temple–Fort Hood region | Statement: [Texas A&M University–Central Texas, primaryServiceArea, Killeen–Temple–Fort Hood region]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Killeen–Temple–Fort Hood region
Context triple: [Texas A&M University–Central Texas, primaryServiceArea, Killeen–Temple–Fort Hood region]
  • A. North Texas
    North Texas is a region of the U.S. state of Texas centered around the Dallas–Fort Worth metropolitan area and known as a major economic and cultural hub.
  • B. Hurst-Euless-Bedford area
    The Hurst-Euless-Bedford area is a suburban region in the Dallas–Fort Worth metroplex of North Texas, encompassing the adjacent cities of Hurst, Euless, and Bedford and known for its residential communities and schools.
  • C. Bryan–College Station metropolitan area
    The Bryan–College Station metropolitan area is a regional urban hub in East-Central Texas centered around the twin cities of Bryan and College Station, home to Texas A&M University and a growing economy in education, research, and healthcare.
  • D. 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.
  • E. South-Central Texas
    South-Central Texas is a region of Texas known for its mix of urban centers like San Antonio, Hill Country landscapes, and a blend of Hispanic and Anglo cultural influences.
  • 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: Killeen–Temple–Fort Hood region
Triple: [Texas A&M University–Central Texas, primaryServiceArea, Killeen–Temple–Fort Hood region]
Generated description
The Killeen–Temple–Fort Hood region is a Central Texas metropolitan area anchored by the cities of Killeen and Temple and the large U.S. Army installation Fort Hood.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Killeen–Temple–Fort Hood region
Target entity description: The Killeen–Temple–Fort Hood region is a Central Texas metropolitan area anchored by the cities of Killeen and Temple and the large U.S. Army installation Fort Hood.
  • A. North Texas
    North Texas is a region of the U.S. state of Texas centered around the Dallas–Fort Worth metropolitan area and known as a major economic and cultural hub.
  • B. Hurst-Euless-Bedford area
    The Hurst-Euless-Bedford area is a suburban region in the Dallas–Fort Worth metroplex of North Texas, encompassing the adjacent cities of Hurst, Euless, and Bedford and known for its residential communities and schools.
  • C. Bryan–College Station metropolitan area
    The Bryan–College Station metropolitan area is a regional urban hub in East-Central Texas centered around the twin cities of Bryan and College Station, home to Texas A&M University and a growing economy in education, research, and healthcare.
  • D. 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.
  • E. South-Central Texas
    South-Central Texas is a region of Texas known for its mix of urban centers like San Antonio, Hill Country landscapes, and a blend of Hispanic and Anglo cultural influences.
  • 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_69c008cd17c8819082b82d3fbeb68047 completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c064182f60819093a8313e1dbf2763 completed March 22, 2026, 9:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69c519794a9481909a72a8dcdfaf41f8 completed March 26, 2026, 11:33 a.m.
NEDg Description generation batch_69c51ad3d61c819087905cee97b73a40 completed March 26, 2026, 11:39 a.m.
NED2 Entity disambiguation (via description) batch_69c51b840e6481908d84c50e40db296e completed March 26, 2026, 11:41 a.m.
Created at: March 22, 2026, 4:26 p.m.