Triple

T10079925
Position Surface form Disambiguated ID Type / Status
Subject Killeen, Texas E213872 entity
Predicate region P40 FINISHED
Object Bell County metropolitan area
The Bell County metropolitan area is a regional urban and economic hub in central Texas centered around the city of Killeen and its surrounding communities.
 E241555 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: Bell County metropolitan area | Statement: [Killeen, Texas, region, Bell County metropolitan area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bell County metropolitan area
Context triple: [Killeen, Texas, region, Bell County metropolitan area]
  • A. Hidalgo County metropolitan area
    The Hidalgo County metropolitan area is a South Texas urban region centered around cities like McAllen, Edinburg, and Pharr, forming a major population and economic hub in the Rio Grande Valley along the U.S.–Mexico border.
  • B. Bell County, Texas
    Bell County, Texas is a central Texas county that includes the city of Killeen and is known for hosting the large U.S. Army installation Fort Cavazos (formerly Fort Hood).
  • C. Dallas County
    Dallas County is a county in the U.S. state of Alabama, best known as the location of Selma and its pivotal role in the American civil rights movement.
  • D. Collin County, Texas
    Collin County, Texas is a rapidly growing suburban county in the Dallas–Fort Worth metropolitan area known for its affluent communities, strong school districts, and major corporate presence.
  • E. Dallas County, Texas
    Dallas County, Texas is a populous county in north-central Texas that includes the city of Dallas and serves as a major economic, cultural, and transportation hub of the Dallas–Fort Worth 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: Bell County metropolitan area
Triple: [Killeen, Texas, region, Bell County metropolitan area]
Generated description
The Bell County metropolitan area is a regional urban and economic hub in central Texas centered around the city of Killeen and its surrounding communities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bell County metropolitan area
Target entity description: The Bell County metropolitan area is a regional urban and economic hub in central Texas centered around the city of Killeen and its surrounding communities.
  • A. Hidalgo County metropolitan area
    The Hidalgo County metropolitan area is a South Texas urban region centered around cities like McAllen, Edinburg, and Pharr, forming a major population and economic hub in the Rio Grande Valley along the U.S.–Mexico border.
  • B. Bell County, Texas chosen
    Bell County, Texas is a central Texas county that includes the city of Killeen and is known for hosting the large U.S. Army installation Fort Cavazos (formerly Fort Hood).
  • C. Dallas County
    Dallas County is a county in the U.S. state of Alabama, best known as the location of Selma and its pivotal role in the American civil rights movement.
  • D. Collin County, Texas
    Collin County, Texas is a rapidly growing suburban county in the Dallas–Fort Worth metropolitan area known for its affluent communities, strong school districts, and major corporate presence.
  • E. Dallas County, Texas
    Dallas County, Texas is a populous county in north-central Texas that includes the city of Dallas and serves as a major economic, cultural, and transportation hub of the Dallas–Fort Worth metropolitan area.
  • F. None of above.

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_69ca839bf730819086900c323c9b8c95 completed March 30, 2026, 2:07 p.m.
NER Named-entity recognition batch_69cdd031ce748190bb71189afd331979 completed April 2, 2026, 2:10 a.m.
NED1 Entity disambiguation (via context triple) batch_69d2b6550da881908fd5311e7b46ef24 completed April 5, 2026, 7:21 p.m.
NEDg Description generation batch_69d2b78f3c248190b104937e2d669882 completed April 5, 2026, 7:27 p.m.
NED2 Entity disambiguation (via description) batch_69d2b84a26a481908ab2705d5883cfce completed April 5, 2026, 7:30 p.m.
Created at: March 30, 2026, 9 p.m.