Triple

T2727126

Position	Surface form	Disambiguated ID	Type / Status
Subject	Bladen County, North Carolina	`E60220`	entity
Predicate	borders	`P224`	FINISHED
Object	Pender County, North Carolina Pender County, North Carolina is a coastal county in the southeastern part of the state known for its rural communities, agriculture, and proximity to Wilmington and the Atlantic shoreline.	`E449238`	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: Pender County, North Carolina | Statement: [Bladen County, North Carolina, borders, Pender County, North Carolina]

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

Target entity: Pender County, North Carolina
Context triple: [Bladen County, North Carolina, borders, Pender County, North Carolina]

A. Cumberland County, North Carolina
Cumberland County, North Carolina is a county in the southeastern part of the state that includes the city of Fayetteville and is home to the major U.S. Army installation Fort Liberty.
B. Johnston County, North Carolina
Johnston County, North Carolina is a rapidly growing county in the eastern part of the Raleigh metropolitan area, known for its mix of rural communities, small towns like Smithfield and Clayton, and a strong agricultural and manufacturing base.
C. Chatham County, North Carolina
Chatham County, North Carolina is a largely rural county in the central part of the state known for its growing communities like Pittsboro and its location within the Research Triangle region.
D. New Hanover County, North Carolina
New Hanover County, North Carolina is a coastal county in the southeastern part of the state that includes the city of Wilmington and has significant historical and economic importance.
E. Brunswick County, North Carolina
Brunswick County, North Carolina is a coastal county in the southeastern part of the state known for its beaches, historic sites, and rapidly growing communities near the Cape Fear 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: Pender County, North Carolina
Triple: [Bladen County, North Carolina, borders, Pender County, North Carolina]

Generated description

Pender County, North Carolina is a coastal county in the southeastern part of the state known for its rural communities, agriculture, and proximity to Wilmington and the Atlantic shoreline.

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

Target entity: Pender County, North Carolina
Target entity description: Pender County, North Carolina is a coastal county in the southeastern part of the state known for its rural communities, agriculture, and proximity to Wilmington and the Atlantic shoreline.

A. Cumberland County, North Carolina
Cumberland County, North Carolina is a county in the southeastern part of the state that includes the city of Fayetteville and is home to the major U.S. Army installation Fort Liberty.
B. Johnston County, North Carolina
Johnston County, North Carolina is a rapidly growing county in the eastern part of the Raleigh metropolitan area, known for its mix of rural communities, small towns like Smithfield and Clayton, and a strong agricultural and manufacturing base.
C. Chatham County, North Carolina
Chatham County, North Carolina is a largely rural county in the central part of the state known for its growing communities like Pittsboro and its location within the Research Triangle region.
D. New Hanover County, North Carolina
New Hanover County, North Carolina is a coastal county in the southeastern part of the state that includes the city of Wilmington and has significant historical and economic importance.
E. Brunswick County, North Carolina
Brunswick County, North Carolina is a coastal county in the southeastern part of the state known for its beaches, historic sites, and rapidly growing communities near the Cape Fear 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_69ab4b75cd908190b691ef0d1801acda`	completed	March 6, 2026, 9:47 p.m.
NER	Named-entity recognition	`batch_69abdacffa6481909df37335e8fdd595`	completed	March 7, 2026, 7:59 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69bda3e679a881908f91a36675037d1a`	completed	March 20, 2026, 7:45 p.m.
NEDg	Description generation	`batch_69bda46fa0f08190b02b98fd51d65166`	completed	March 20, 2026, 7:47 p.m.
NED2	Entity disambiguation (via description)	`batch_69bda556d4188190a00d6e6259139c10`	completed	March 20, 2026, 7:51 p.m.

Created at: March 6, 2026, 9:56 p.m.