Triple

T2485902

Position	Surface form	Disambiguated ID	Type / Status
Subject	Cumberland County, North Carolina	`E55924`	entity
Predicate	region	`P40`	FINISHED
Object	Sandhills region of North Carolina The Sandhills region of North Carolina is a rolling, sandy-soiled area in the south-central part of the state known for its longleaf pine forests, golf courses, and transitional landscape between the Piedmont and Coastal Plain.	`E271156`	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: Sandhills region of North Carolina | Statement: [Cumberland County, North Carolina, region, Sandhills region of North Carolina]

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

Target entity: Sandhills region of North Carolina
Context triple: [Cumberland County, North Carolina, region, Sandhills region of North Carolina]

A. North Carolina Coastal Plain
The North Carolina Coastal Plain is the low-lying eastern region of the state characterized by flat terrain, extensive wetlands, and proximity to the Atlantic Ocean.
B. Piedmont region of North Carolina
The Piedmont region of North Carolina is a central plateau area of the state characterized by rolling hills, major cities like Durham, Raleigh, and Charlotte, and a diverse mix of industry, education, and culture.
C. Perry Sandhills
Perry Sandhills is a striking expanse of ancient red sand dunes in southwestern New South Wales, Australia, known for its unique desert landscape and archaeological significance.
D. Northern North Carolina
Northern North Carolina is the upper portion of the U.S. state of North Carolina that culturally and historically aligns with the Upper South region.
E. Triangle region of North Carolina
The Triangle region of North Carolina is a metropolitan area in the central part of the state anchored by the cities of Raleigh, Durham, and Chapel Hill, known for its universities, research institutions, and technology industry.
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: Sandhills region of North Carolina
Triple: [Cumberland County, North Carolina, region, Sandhills region of North Carolina]

Generated description

The Sandhills region of North Carolina is a rolling, sandy-soiled area in the south-central part of the state known for its longleaf pine forests, golf courses, and transitional landscape between the Piedmont and Coastal Plain.

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

Target entity: Sandhills region of North Carolina
Target entity description: The Sandhills region of North Carolina is a rolling, sandy-soiled area in the south-central part of the state known for its longleaf pine forests, golf courses, and transitional landscape between the Piedmont and Coastal Plain.

A. North Carolina Coastal Plain
The North Carolina Coastal Plain is the low-lying eastern region of the state characterized by flat terrain, extensive wetlands, and proximity to the Atlantic Ocean.
B. Piedmont region of North Carolina
The Piedmont region of North Carolina is a central plateau area of the state characterized by rolling hills, major cities like Durham, Raleigh, and Charlotte, and a diverse mix of industry, education, and culture.
C. Perry Sandhills
Perry Sandhills is a striking expanse of ancient red sand dunes in southwestern New South Wales, Australia, known for its unique desert landscape and archaeological significance.
D. Northern North Carolina
Northern North Carolina is the upper portion of the U.S. state of North Carolina that culturally and historically aligns with the Upper South region.
E. Triangle region of North Carolina
The Triangle region of North Carolina is a metropolitan area in the central part of the state anchored by the cities of Raleigh, Durham, and Chapel Hill, known for its universities, research institutions, and technology industry.
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_69ab49e670a88190b928e08302381710`	completed	March 6, 2026, 9:40 p.m.
NER	Named-entity recognition	`batch_69abd17705488190b90b1aa66dd25972`	completed	March 7, 2026, 7:19 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69af17ba433481908eccda5c6c6246be`	completed	March 9, 2026, 6:55 p.m.
NEDg	Description generation	`batch_69af1bbf545081908e1e51b5c7e4a196`	completed	March 9, 2026, 7:13 p.m.
NED2	Entity disambiguation (via description)	`batch_69af1c9c35648190bdeab34ce4032d26`	completed	March 9, 2026, 7:16 p.m.

Created at: March 6, 2026, 9:45 p.m.