Triple

T34212151

Position	Surface form	Disambiguated ID	Type / Status
Subject	Lugoff, South Carolina	`E877683`	entity
Predicate	hasPrimaryEmergencyMedicalService	`P90151`	FINISHED
Object	Kershaw County EMS Kershaw County EMS is the primary emergency medical services provider for Kershaw County, South Carolina, delivering pre-hospital care and ambulance transport to local residents.	`E2086128`	NE FINISHED

How this triple was built (3 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: Kershaw County EMS | Statement: [Lugoff, South Carolina, hasPrimaryEmergencyMedicalService, Kershaw County EMS]

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: Kershaw County EMS
Triple: [Lugoff, South Carolina, hasPrimaryEmergencyMedicalService, Kershaw County EMS]

Generated description

Kershaw County EMS is the primary emergency medical services provider for Kershaw County, South Carolina, delivering pre-hospital care and ambulance transport to local residents.

PD Predicate disambiguation gpt-5-mini-2025-08-07

Target predicate: hasPrimaryEmergencyMedicalService
Context triple: [Lugoff, South Carolina, hasPrimaryEmergencyMedicalService, Kershaw County EMS]

A. hasEmergencyServiceProvider chosen
Indicates that an entity is associated with or served by a specific emergency service provider (such as police, fire, or medical services).
B. hasEmergencyCare
Indicates that an entity provides or is equipped with emergency medical care services for another entity or individuals.
C. hasEmergencyServices
Indicates that the subject provides or is equipped with emergency response services (such as police, fire, or medical assistance).
D. hasEmergencyCoverageFor
Indicates that one entity provides or is assigned emergency-related protection, service, or support for another entity.
E. hasEmergencyTransport
Indicates that an entity provides, is equipped with, or has access to emergency transportation services or vehicles.
F. None of above.

Provenance (6 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_69f349b0b4bc819088c1552424089ee9`	completed	April 30, 2026, 12:23 p.m.
NER	Named-entity recognition	`batch_6a02fb5ca96081908ff618f560011940`	completed	May 12, 2026, 10:05 a.m.
NED1	Entity disambiguation (via context triple)	`batch_6a36cc918f088190983dfd1483a75c0e`	completed	June 20, 2026, 5:23 p.m.
NEDg	Description generation	`batch_6a36cd5b9ff48190b9e6d76abfff3295`	completed	June 20, 2026, 5:26 p.m.
NED2	Entity disambiguation (via description)	`batch_6a36ce3e3e48819091aece379948e411`	completed	June 20, 2026, 5:30 p.m.
PD	Predicate disambiguation	`batch_6a02f9602b308190a97f81821e12b13f`	completed	May 12, 2026, 9:56 a.m.

Created at: May 1, 2026, 1:55 a.m.