Triple

T12457749

Position	Surface form	Disambiguated ID	Type / Status
Subject	Spartanburg City Council	`E297702`	entity
Predicate	category	`P87`	FINISHED
Object	Government of Spartanburg, South Carolina The Government of Spartanburg, South Carolina is the municipal authority responsible for governing the city of Spartanburg, overseeing local services, policies, and administration through bodies such as the Spartanburg City Council.	`E297702`	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: Government of Spartanburg, South Carolina | Statement: [Spartanburg City Council, category, Government of Spartanburg, South Carolina]

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

Target entity: Government of Spartanburg, South Carolina
Context triple: [Spartanburg City Council, category, Government of Spartanburg, South Carolina]

A. Spartanburg City Council
Spartanburg City Council is the elected municipal legislative body responsible for setting policy, passing ordinances, and overseeing city governance in Spartanburg, South Carolina.
B. Spartanburg, South Carolina
Spartanburg, South Carolina is a city in the Upstate region known as a regional economic and educational hub and a key stop on Amtrak’s Crescent passenger rail line.
C. Spartanburg County, South Carolina, United States
Spartanburg County, South Carolina, United States, is a county in the northwestern part of the state known for its role in the Upstate region’s industry, transportation, and education.
D. Berkeley County Commission
The Berkeley County Commission is the elected governing body responsible for overseeing county administration, budgeting, and local policies in Berkeley County, West Virginia.
E. Pendleton District, South Carolina
Pendleton District, South Carolina was a former administrative district in the northwestern part of the state that encompassed frontier settlements in the late 18th and early 19th centuries.
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: Government of Spartanburg, South Carolina
Triple: [Spartanburg City Council, category, Government of Spartanburg, South Carolina]

Generated description

The Government of Spartanburg, South Carolina is the municipal authority responsible for governing the city of Spartanburg, overseeing local services, policies, and administration through bodies such as the Spartanburg City Council.

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

Target entity: Government of Spartanburg, South Carolina
Target entity description: The Government of Spartanburg, South Carolina is the municipal authority responsible for governing the city of Spartanburg, overseeing local services, policies, and administration through bodies such as the Spartanburg City Council.

A. Spartanburg City Council chosen
Spartanburg City Council is the elected municipal legislative body responsible for setting policy, passing ordinances, and overseeing city governance in Spartanburg, South Carolina.
B. Spartanburg, South Carolina
Spartanburg, South Carolina is a city in the Upstate region known as a regional economic and educational hub and a key stop on Amtrak’s Crescent passenger rail line.
C. Spartanburg County, South Carolina, United States
Spartanburg County, South Carolina, United States, is a county in the northwestern part of the state known for its role in the Upstate region’s industry, transportation, and education.
D. Berkeley County Commission
The Berkeley County Commission is the elected governing body responsible for overseeing county administration, budgeting, and local policies in Berkeley County, West Virginia.
E. Pendleton District, South Carolina
Pendleton District, South Carolina was a former administrative district in the northwestern part of the state that encompassed frontier settlements in the late 18th and early 19th centuries.
F. None of above.

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_69d6ada270808190b1a2b2e7b02bb426`	completed	April 8, 2026, 7:33 p.m.
NER	Named-entity recognition	`batch_69d94da46a588190bc888fafd6d1eb5d`	completed	April 10, 2026, 7:21 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69f63f1b0a3081909cf22970586755e9`	completed	May 2, 2026, 6:14 p.m.
NEDg	Description generation	`batch_69f64010a1348190afaf7b95b8f146b5`	completed	May 2, 2026, 6:18 p.m.
NED2	Entity disambiguation (via description)	`batch_69f640c33d948190ad8f9885f90786d7`	completed	May 2, 2026, 6:21 p.m.

Created at: April 8, 2026, 9:56 p.m.