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.