Triple

T7472455

Position	Surface form	Disambiguated ID	Type / Status
Subject	Brookings, South Dakota	`E176539`	entity
Predicate	partOf	`P40`	FINISHED
Object	Brookings Micropolitan Statistical Area The Brookings Micropolitan Statistical Area is a U.S. Census Bureau-defined region centered on Brookings, South Dakota, used for statistical and economic analysis of the surrounding small urban community and its adjacent rural areas.	`E666595`	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: Brookings Micropolitan Statistical Area | Statement: [Brookings, South Dakota, partOf, Brookings Micropolitan Statistical Area]

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

Target entity: Brookings Micropolitan Statistical Area
Context triple: [Brookings, South Dakota, partOf, Brookings Micropolitan Statistical Area]

A. 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.
B. Hays Micropolitan Statistical Area
The Hays Micropolitan Statistical Area is a U.S. Census-designated region in central Kansas centered on the city of Hays, serving as a local hub for commerce, education, and healthcare for surrounding rural communities.
C. Sterling Micropolitan Statistical Area
The Sterling Micropolitan Statistical Area is a U.S. Census Bureau-defined region centered on Sterling, Illinois, that encompasses surrounding communities for demographic and economic analysis.
D. Vermillion micropolitan area
The Vermillion micropolitan area is a small urban and surrounding rural region centered on the city of Vermillion in southeastern South Dakota, known for hosting the University of South Dakota.
E. Forest City micropolitan area
The Forest City micropolitan area is a small urban region in western North Carolina centered on the town of Forest City 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: Brookings Micropolitan Statistical Area
Triple: [Brookings, South Dakota, partOf, Brookings Micropolitan Statistical Area]

Generated description

The Brookings Micropolitan Statistical Area is a U.S. Census Bureau-defined region centered on Brookings, South Dakota, used for statistical and economic analysis of the surrounding small urban community and its adjacent rural areas.

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

Target entity: Brookings Micropolitan Statistical Area
Target entity description: The Brookings Micropolitan Statistical Area is a U.S. Census Bureau-defined region centered on Brookings, South Dakota, used for statistical and economic analysis of the surrounding small urban community and its adjacent rural areas.

A. 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.
B. Hays Micropolitan Statistical Area
The Hays Micropolitan Statistical Area is a U.S. Census-designated region in central Kansas centered on the city of Hays, serving as a local hub for commerce, education, and healthcare for surrounding rural communities.
C. Sterling Micropolitan Statistical Area
The Sterling Micropolitan Statistical Area is a U.S. Census Bureau-defined region centered on Sterling, Illinois, that encompasses surrounding communities for demographic and economic analysis.
D. Vermillion micropolitan area
The Vermillion micropolitan area is a small urban and surrounding rural region centered on the city of Vermillion in southeastern South Dakota, known for hosting the University of South Dakota.
E. Forest City micropolitan area
The Forest City micropolitan area is a small urban region in western North Carolina centered on the town of Forest City and its surrounding communities.
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_69c69f223fd88190b4c69b95d7cbeeda`	completed	March 27, 2026, 3:15 p.m.
NER	Named-entity recognition	`batch_69c6f415b5cc81909e1e097c90f460b6`	completed	March 27, 2026, 9:18 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69c83480a40c8190a7ae3e08022735a1`	completed	March 28, 2026, 8:05 p.m.
NEDg	Description generation	`batch_69c835cf7a58819095ed79b84f935a84`	completed	March 28, 2026, 8:10 p.m.
NED2	Entity disambiguation (via description)	`batch_69c8366b2fcc8190bd8b07a54a848721`	completed	March 28, 2026, 8:13 p.m.

Created at: March 27, 2026, 3:41 p.m.