Triple

T12418954
Position Surface form Disambiguated ID Type / Status
Subject Marshall County, Alabama E296713 entity
Predicate isInMetropolitanArea P294 FINISHED
Object Huntsville-Decatur-Albertville combined statistical area
The Huntsville-Decatur-Albertville combined statistical area is a multi-county region in northern Alabama centered on the cities of Huntsville, Decatur, and Albertville, recognized for its growing population and significant aerospace, defense, and technology industries.
E151004 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: Huntsville-Decatur-Albertville combined statistical area | Statement: [Marshall County, Alabama, isInMetropolitanArea, Huntsville-Decatur-Albertville combined statistical area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Huntsville-Decatur-Albertville combined statistical area
Context triple: [Marshall County, Alabama, isInMetropolitanArea, Huntsville-Decatur-Albertville combined statistical area]
  • A. Birmingham–Hoover–Cullman combined statistical area
    The Birmingham–Hoover–Cullman combined statistical area is a large multi-county metropolitan region in central Alabama centered on the cities of Birmingham, Hoover, and Cullman.
  • B. Huntsville metropolitan area
    The Huntsville metropolitan area is a North Alabama urban region centered on the city of Huntsville, known for its major role in U.S. space, defense, and technology industries.
  • C. Birmingham–Hoover–Talladega, AL CSA
    The Birmingham–Hoover–Talladega, AL CSA is a large combined statistical area in central Alabama centered on the Birmingham metropolitan region and encompassing multiple surrounding cities and counties for regional planning and analysis.
  • D. Anniston–Gadsden Combined Statistical Area
    The Anniston–Gadsden Combined Statistical Area is a U.S. Census Bureau-defined region in northeastern Alabama that groups together the Anniston and Gadsden metropolitan areas for statistical and economic analysis.
  • E. Tuscaloosa metropolitan area
    The Tuscaloosa metropolitan area is a regional urban and economic hub in west-central Alabama centered on the city of Tuscaloosa and its surrounding communities.
  • 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: Huntsville-Decatur-Albertville combined statistical area
Triple: [Marshall County, Alabama, isInMetropolitanArea, Huntsville-Decatur-Albertville combined statistical area]
Generated description
The Huntsville-Decatur-Albertville combined statistical area is a multi-county region in northern Alabama centered on the cities of Huntsville, Decatur, and Albertville, recognized for its growing population and significant aerospace, defense, and technology industries.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Huntsville-Decatur-Albertville combined statistical area
Target entity description: The Huntsville-Decatur-Albertville combined statistical area is a multi-county region in northern Alabama centered on the cities of Huntsville, Decatur, and Albertville, recognized for its growing population and significant aerospace, defense, and technology industries.
  • A. Birmingham–Hoover–Cullman combined statistical area
    The Birmingham–Hoover–Cullman combined statistical area is a large multi-county metropolitan region in central Alabama centered on the cities of Birmingham, Hoover, and Cullman.
  • B. Huntsville metropolitan area chosen
    The Huntsville metropolitan area is a North Alabama urban region centered on the city of Huntsville, known for its major role in U.S. space, defense, and technology industries.
  • C. Birmingham–Hoover–Talladega, AL CSA
    The Birmingham–Hoover–Talladega, AL CSA is a large combined statistical area in central Alabama centered on the Birmingham metropolitan region and encompassing multiple surrounding cities and counties for regional planning and analysis.
  • D. Anniston–Gadsden Combined Statistical Area
    The Anniston–Gadsden Combined Statistical Area is a U.S. Census Bureau-defined region in northeastern Alabama that groups together the Anniston and Gadsden metropolitan areas for statistical and economic analysis.
  • E. Tuscaloosa metropolitan area
    The Tuscaloosa metropolitan area is a regional urban and economic hub in west-central Alabama centered on the city of Tuscaloosa and its surrounding communities.
  • 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_69d6ada0640c81908c061d7fb3d47786 completed April 8, 2026, 7:33 p.m.
NER Named-entity recognition batch_69d94d6efd748190a5d9396a343e41e1 completed April 10, 2026, 7:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69f634933b9881909fd592ede7c3e49c completed May 2, 2026, 5:29 p.m.
NEDg Description generation batch_69f6356c21908190b34d1324da8f8052 completed May 2, 2026, 5:33 p.m.
NED2 Entity disambiguation (via description) batch_69f63697d5b8819094728df472eb1914 completed May 2, 2026, 5:38 p.m.
Created at: April 8, 2026, 9:55 p.m.