Triple

T4656834

Position	Surface form	Disambiguated ID	Type / Status
Subject	Muscle Shoals, Alabama	`E102429`	entity
Predicate	partOf	`P40`	FINISHED
Object	Florence-Muscle Shoals metropolitan area The Florence-Muscle Shoals metropolitan area is a small urban region in northwestern Alabama centered around the cities of Florence and Muscle Shoals, known historically as a hub for influential American music recording.	`E462693`	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: Florence-Muscle Shoals metropolitan area | Statement: [Muscle Shoals, Alabama, partOf, Florence-Muscle Shoals metropolitan area]

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

Target entity: Florence-Muscle Shoals metropolitan area
Context triple: [Muscle Shoals, Alabama, partOf, Florence-Muscle Shoals metropolitan area]

A. 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.
B. 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.
C. Gadsden Metropolitan Statistical Area
The Gadsden Metropolitan Statistical Area is a U.S. Census-defined region in northeastern Alabama centered on the city of Gadsden and its surrounding communities for demographic and economic analysis.
D. Auburn-Opelika metropolitan area
The Auburn-Opelika metropolitan area is a regional urban hub in eastern Alabama centered on the cities of Auburn and Opelika, known for Auburn University and its growing economy and population.
E. Memphis metropolitan area
The Memphis metropolitan area is a multi-county urban region centered on the city of Memphis, spanning parts of Tennessee, Mississippi, and Arkansas and serving as a major cultural, economic, and transportation hub of the Mid-South.
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: Florence-Muscle Shoals metropolitan area
Triple: [Muscle Shoals, Alabama, partOf, Florence-Muscle Shoals metropolitan area]

Generated description

The Florence-Muscle Shoals metropolitan area is a small urban region in northwestern Alabama centered around the cities of Florence and Muscle Shoals, known historically as a hub for influential American music recording.

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

Target entity: Florence-Muscle Shoals metropolitan area
Target entity description: The Florence-Muscle Shoals metropolitan area is a small urban region in northwestern Alabama centered around the cities of Florence and Muscle Shoals, known historically as a hub for influential American music recording.

A. 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.
B. 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.
C. Gadsden Metropolitan Statistical Area
The Gadsden Metropolitan Statistical Area is a U.S. Census-defined region in northeastern Alabama centered on the city of Gadsden and its surrounding communities for demographic and economic analysis.
D. Auburn-Opelika metropolitan area
The Auburn-Opelika metropolitan area is a regional urban hub in eastern Alabama centered on the cities of Auburn and Opelika, known for Auburn University and its growing economy and population.
E. Memphis metropolitan area
The Memphis metropolitan area is a multi-county urban region centered on the city of Memphis, spanning parts of Tennessee, Mississippi, and Arkansas and serving as a major cultural, economic, and transportation hub of the Mid-South.
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_69bd43d823288190952279faa0d1d066`	completed	March 20, 2026, 12:55 p.m.
NER	Named-entity recognition	`batch_69bd631a855c81909773737fd238a14d`	completed	March 20, 2026, 3:09 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69be0378825881908fe3214f60be579e`	completed	March 21, 2026, 2:33 a.m.
NEDg	Description generation	`batch_69be04c5549c819087204ac7e2e0e8ea`	completed	March 21, 2026, 2:39 a.m.
NED2	Entity disambiguation (via description)	`batch_69be05970dcc8190a86771d09f27d9f2`	completed	March 21, 2026, 2:42 a.m.

Created at: March 20, 2026, 1:14 p.m.