Triple

T7300934

Position	Surface form	Disambiguated ID	Type / Status
Subject	Sumter County, Alabama	`E167847`	entity
Predicate	isPartOf	`P10`	FINISHED
Object	U.S. Census Bureau’s Demopolis micropolitan area The U.S. Census Bureau’s Demopolis micropolitan area is a small, Demopolis-centered regional population cluster in west-central Alabama used for statistical and economic analysis.	`E655036`	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: U.S. Census Bureau’s Demopolis micropolitan area | Statement: [Sumter County, Alabama, isPartOf, U.S. Census Bureau’s Demopolis micropolitan area]

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

Target entity: U.S. Census Bureau’s Demopolis micropolitan area
Context triple: [Sumter County, Alabama, isPartOf, U.S. Census Bureau’s Demopolis micropolitan area]

A. United States Census Bureau metropolitan area of Bluefield micropolitan area
The United States Census Bureau metropolitan area of Bluefield micropolitan area is a small, federally defined labor and population center anchored by the city of Bluefield and surrounding communities, including Mercer County, West Virginia.
B. Selma micropolitan area
The Selma micropolitan area is a small urban region in central Alabama centered on the city of Selma and its surrounding communities, typically defined for statistical and economic analysis.
C. Cresco micropolitan area
The Cresco micropolitan area is a small U.S. Census-defined region centered on the city of Cresco in northeastern Iowa, serving as a local hub for surrounding rural communities including Howard County.
D. United States Census Bureau metropolitan area of Petoskey micropolitan area
The United States Census Bureau metropolitan area of Petoskey micropolitan area is a statistical region in northern Michigan centered on the city of Petoskey that encompasses Emmet County and surrounding communities for demographic and economic analysis.
E. Andrews micropolitan area
The Andrews micropolitan area is a small population center in North Carolina that serves as a local hub for commerce and services within its surrounding rural region.
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: U.S. Census Bureau’s Demopolis micropolitan area
Triple: [Sumter County, Alabama, isPartOf, U.S. Census Bureau’s Demopolis micropolitan area]

Generated description

The U.S. Census Bureau’s Demopolis micropolitan area is a small, Demopolis-centered regional population cluster in west-central Alabama used for statistical and economic analysis.

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

Target entity: U.S. Census Bureau’s Demopolis micropolitan area
Target entity description: The U.S. Census Bureau’s Demopolis micropolitan area is a small, Demopolis-centered regional population cluster in west-central Alabama used for statistical and economic analysis.

A. United States Census Bureau metropolitan area of Bluefield micropolitan area
The United States Census Bureau metropolitan area of Bluefield micropolitan area is a small, federally defined labor and population center anchored by the city of Bluefield and surrounding communities, including Mercer County, West Virginia.
B. Selma micropolitan area
The Selma micropolitan area is a small urban region in central Alabama centered on the city of Selma and its surrounding communities, typically defined for statistical and economic analysis.
C. Cresco micropolitan area
The Cresco micropolitan area is a small U.S. Census-defined region centered on the city of Cresco in northeastern Iowa, serving as a local hub for surrounding rural communities including Howard County.
D. United States Census Bureau metropolitan area of Petoskey micropolitan area
The United States Census Bureau metropolitan area of Petoskey micropolitan area is a statistical region in northern Michigan centered on the city of Petoskey that encompasses Emmet County and surrounding communities for demographic and economic analysis.
E. Andrews micropolitan area
The Andrews micropolitan area is a small population center in North Carolina that serves as a local hub for commerce and services within its surrounding rural region.
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_69c6888c820881909fc68f689fe1c251`	completed	March 27, 2026, 1:39 p.m.
NER	Named-entity recognition	`batch_69c6ebaef4a081908fadc6d5e2621e80`	completed	March 27, 2026, 8:42 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69c7e554833c8190ac124421379639bd`	completed	March 28, 2026, 2:27 p.m.
NEDg	Description generation	`batch_69c7e628b9e0819099fef480ea58973d`	completed	March 28, 2026, 2:31 p.m.
NED2	Entity disambiguation (via description)	`batch_69c7e7582ab08190827bb04465297c7c`	completed	March 28, 2026, 2:36 p.m.

Created at: March 27, 2026, 3:01 p.m.