Triple

T5487301

Position	Surface form	Disambiguated ID	Type / Status
Subject	Appalachian Regional Commission	`E123614`	entity
Predicate	foundedBy	`P104`	FINISHED
Object	Appalachian state governments Appalachian state governments are the individual U.S. state administrations within the Appalachian region that coordinate policies and development efforts to address the area’s economic, infrastructural, and social challenges.	`E522799`	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: Appalachian state governments | Statement: [Appalachian Regional Commission, foundedBy, Appalachian state governments]

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

Target entity: Appalachian state governments
Context triple: [Appalachian Regional Commission, foundedBy, Appalachian state governments]

A. Appalachian Regional Commission
The Appalachian Regional Commission is a U.S. federal–state partnership agency that promotes economic development and improves infrastructure and quality of life across the Appalachian region.
B. South Carolina state government
The South Carolina state government is the system of executive, legislative, and judicial institutions that governs the U.S. state of South Carolina and administers its public policies and services.
C. Government of West Virginia
The Government of West Virginia is the state’s governing body, comprising executive, legislative, and judicial branches that administer public policy and services within West Virginia.
D. Virginia state government
The Virginia state government is the governing body of the Commonwealth of Virginia, comprising its executive, legislative, and judicial branches that create and enforce state laws and oversee public services.
E. Arkansas state government
The Arkansas state government is the system of executive, legislative, and judicial institutions that governs the U.S. state of Arkansas and administers its laws and public services.
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: Appalachian state governments
Triple: [Appalachian Regional Commission, foundedBy, Appalachian state governments]

Generated description

Appalachian state governments are the individual U.S. state administrations within the Appalachian region that coordinate policies and development efforts to address the area’s economic, infrastructural, and social challenges.

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

Target entity: Appalachian state governments
Target entity description: Appalachian state governments are the individual U.S. state administrations within the Appalachian region that coordinate policies and development efforts to address the area’s economic, infrastructural, and social challenges.

A. Appalachian Regional Commission
The Appalachian Regional Commission is a U.S. federal–state partnership agency that promotes economic development and improves infrastructure and quality of life across the Appalachian region.
B. South Carolina state government
The South Carolina state government is the system of executive, legislative, and judicial institutions that governs the U.S. state of South Carolina and administers its public policies and services.
C. Government of West Virginia
The Government of West Virginia is the state’s governing body, comprising executive, legislative, and judicial branches that administer public policy and services within West Virginia.
D. Virginia state government
The Virginia state government is the governing body of the Commonwealth of Virginia, comprising its executive, legislative, and judicial branches that create and enforce state laws and oversee public services.
E. Arkansas state government
The Arkansas state government is the system of executive, legislative, and judicial institutions that governs the U.S. state of Arkansas and administers its laws and public services.
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_69bd464a2d908190869324ce176779c8`	completed	March 20, 2026, 1:06 p.m.
NER	Named-entity recognition	`batch_69bd92639b3481908845c280d334117f`	completed	March 20, 2026, 6:30 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69bf48aa12708190add69c5fd51d161d`	completed	March 22, 2026, 1:40 a.m.
NEDg	Description generation	`batch_69bf4a2b6c508190ad13f6d9823ad747`	completed	March 22, 2026, 1:47 a.m.
NED2	Entity disambiguation (via description)	`batch_69bf4a87d1fc8190a0e0e75d6f9cd766`	completed	March 22, 2026, 1:48 a.m.

Created at: March 20, 2026, 2:10 p.m.