Triple

T8761571

Position	Surface form	Disambiguated ID	Type / Status
Subject	Oneonta, Alabama	`E208211`	entity
Predicate	partOf	`P40`	FINISHED
Object	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.	`E755123`	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: Birmingham–Hoover–Cullman combined statistical area | Statement: [Oneonta, Alabama, partOf, Birmingham–Hoover–Cullman combined statistical area]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Birmingham–Hoover–Cullman combined statistical area
Context triple: [Oneonta, Alabama, partOf, Birmingham–Hoover–Cullman combined statistical area]

A. Birmingham–Hoover metropolitan area
The Birmingham–Hoover metropolitan area is a major urban and economic region in central Alabama centered on the cities of Birmingham and Hoover and their surrounding communities.
B. 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.
C. 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.
D. Montgomery metropolitan area
The Montgomery metropolitan area is a regional urban hub in central Alabama centered on the city of Montgomery and its surrounding communities.
E. 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.
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: Birmingham–Hoover–Cullman combined statistical area
Triple: [Oneonta, Alabama, partOf, Birmingham–Hoover–Cullman combined statistical area]

Generated description

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.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Birmingham–Hoover–Cullman combined statistical area
Target entity description: 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.

A. Birmingham–Hoover metropolitan area
The Birmingham–Hoover metropolitan area is a major urban and economic region in central Alabama centered on the cities of Birmingham and Hoover and their surrounding communities.
B. 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.
C. 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.
D. Montgomery metropolitan area
The Montgomery metropolitan area is a regional urban hub in central Alabama centered on the city of Montgomery and its surrounding communities.
E. 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.
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_69ca835df7e08190ac875664cca8f9ca`	completed	March 30, 2026, 2:06 p.m.
NER	Named-entity recognition	`batch_69cc5dfa9d6c81908c4c6b3a6f84f67d`	completed	March 31, 2026, 11:51 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69cf4354a4c081908c338db408694abf`	completed	April 3, 2026, 4:34 a.m.
NEDg	Description generation	`batch_69cf44b3ce2c8190b109189990ae6564`	completed	April 3, 2026, 4:40 a.m.
NED2	Entity disambiguation (via description)	`batch_69cf4578473081909fc55632c366a56a`	completed	April 3, 2026, 4:43 a.m.

Created at: March 30, 2026, 6:40 p.m.