Triple

T13576155

Position	Surface form	Disambiguated ID	Type / Status
Subject	Perry County, Ohio	`E324289`	entity
Predicate	locatedIn	`P40`	FINISHED
Object	United States Census Bureau Appalachian region of Ohio The United States Census Bureau Appalachian region of Ohio is a federally defined portion of the state that is considered part of the broader Appalachian area for statistical and economic analysis purposes.	`E1049385`	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: United States Census Bureau Appalachian region of Ohio | Statement: [Perry County, Ohio, locatedIn, United States Census Bureau Appalachian region of Ohio]

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

Target entity: United States Census Bureau Appalachian region of Ohio
Context triple: [Perry County, Ohio, locatedIn, United States Census Bureau Appalachian region of Ohio]

A. United States Census Bureau’s Cincinnati–Middletown, OH–KY–IN Metropolitan Statistical Area
The United States Census Bureau’s Cincinnati–Middletown, OH–KY–IN Metropolitan Statistical Area is a multi-state metropolitan region centered on Cincinnati that encompasses numerous surrounding counties in Ohio, Kentucky, and Indiana for statistical and economic analysis.
B. United States Census Bureau East South Central division
The United States Census Bureau East South Central division is a U.S. Census-defined region that includes the states of Alabama, Kentucky, Mississippi, and Tennessee for statistical and demographic analysis.
C. U.S. Census Bureau regions and divisions
U.S. Census Bureau regions and divisions are a standardized geographic classification system that groups U.S. states into larger regions and smaller divisions for statistical and analytical purposes.
D. United States Census Bureau’s East North Central division
The United States Census Bureau’s East North Central division is a U.S. census region subdivision that encompasses several Midwestern states, including Illinois, for statistical and demographic analysis.
E. United States Census Bureau South region
The United States Census Bureau South region is one of four major U.S. census regions, encompassing a broad group of southern and southeastern states for statistical and demographic 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: United States Census Bureau Appalachian region of Ohio
Triple: [Perry County, Ohio, locatedIn, United States Census Bureau Appalachian region of Ohio]

Generated description

The United States Census Bureau Appalachian region of Ohio is a federally defined portion of the state that is considered part of the broader Appalachian area for statistical and economic analysis purposes.

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

Target entity: United States Census Bureau Appalachian region of Ohio
Target entity description: The United States Census Bureau Appalachian region of Ohio is a federally defined portion of the state that is considered part of the broader Appalachian area for statistical and economic analysis purposes.

A. United States Census Bureau’s Cincinnati–Middletown, OH–KY–IN Metropolitan Statistical Area
The United States Census Bureau’s Cincinnati–Middletown, OH–KY–IN Metropolitan Statistical Area is a multi-state metropolitan region centered on Cincinnati that encompasses numerous surrounding counties in Ohio, Kentucky, and Indiana for statistical and economic analysis.
B. United States Census Bureau East South Central division
The United States Census Bureau East South Central division is a U.S. Census-defined region that includes the states of Alabama, Kentucky, Mississippi, and Tennessee for statistical and demographic analysis.
C. U.S. Census Bureau regions and divisions
U.S. Census Bureau regions and divisions are a standardized geographic classification system that groups U.S. states into larger regions and smaller divisions for statistical and analytical purposes.
D. United States Census Bureau’s East North Central division
The United States Census Bureau’s East North Central division is a U.S. census region subdivision that encompasses several Midwestern states, including Illinois, for statistical and demographic analysis.
E. United States Census Bureau South region
The United States Census Bureau South region is one of four major U.S. census regions, encompassing a broad group of southern and southeastern states for statistical and demographic 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_69d80769100c819099111274614f5ed2`	completed	April 9, 2026, 8:09 p.m.
NER	Named-entity recognition	`batch_69dbb02b1f108190a12af382d1de70bb`	completed	April 12, 2026, 2:46 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69f76bba21f88190b8952fb0879e623d`	completed	May 3, 2026, 3:37 p.m.
NEDg	Description generation	`batch_69f77641e5308190a75bcffeb9bfd7b4`	completed	May 3, 2026, 4:22 p.m.
NED2	Entity disambiguation (via description)	`batch_69f77923fd1481908af251a1dcbcf441`	completed	May 3, 2026, 4:34 p.m.

Created at: April 9, 2026, 9:48 p.m.