Triple

T19769782

Position	Surface form	Disambiguated ID	Type / Status
Subject	Welsh Ambulance Service	`E474853`	entity
Predicate	hasDivision	`P35`	FINISHED
Object	Emergency Medical Services Emergency Medical Services are specialized healthcare and transport services that provide urgent medical care and rapid response to emergencies outside of hospital settings.	`E1394853`	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: Emergency Medical Services | Statement: [Welsh Ambulance Service, hasDivision, Emergency Medical Services]

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

Target entity: Emergency Medical Services
Context triple: [Welsh Ambulance Service, hasDivision, Emergency Medical Services]

A. Emergency Medical Services Division
The Emergency Medical Services Division is the branch of the Chicago Fire Department responsible for providing pre-hospital emergency medical care and ambulance transport throughout the city.
B. Emergency Medical Services Division
The Emergency Medical Services Division is the specialized branch of the Arlington County Fire Department responsible for providing pre-hospital medical care, ambulance transport, and related emergency health services to the community.
C. Emergency Medical Services division
The Emergency Medical Services division is the specialized unit of the San Bernardino County Fire Protection District responsible for providing and overseeing pre-hospital medical care and ambulance services throughout the county.
D. emergency medical services division
The emergency medical services division is the branch of the Plymouth Fire Department responsible for providing pre-hospital medical care and ambulance transport to the community.
E. Emergency Service Unit
The Emergency Service Unit is a specialized tactical and rescue division of the New York City Police Department that handles high-risk operations, technical rescues, and critical incident response.
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: Emergency Medical Services
Triple: [Welsh Ambulance Service, hasDivision, Emergency Medical Services]

Generated description

Emergency Medical Services are specialized healthcare and transport services that provide urgent medical care and rapid response to emergencies outside of hospital settings.

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

Target entity: Emergency Medical Services
Target entity description: Emergency Medical Services are specialized healthcare and transport services that provide urgent medical care and rapid response to emergencies outside of hospital settings.

A. Emergency Medical Services Division
The Emergency Medical Services Division is the branch of the Chicago Fire Department responsible for providing pre-hospital emergency medical care and ambulance transport throughout the city.
B. Emergency Medical Services Division
The Emergency Medical Services Division is the specialized branch of the Arlington County Fire Department responsible for providing pre-hospital medical care, ambulance transport, and related emergency health services to the community.
C. Emergency Medical Services division
The Emergency Medical Services division is the specialized unit of the San Bernardino County Fire Protection District responsible for providing and overseeing pre-hospital medical care and ambulance services throughout the county.
D. emergency medical services division
The emergency medical services division is the branch of the Plymouth Fire Department responsible for providing pre-hospital medical care and ambulance transport to the community.
E. Emergency Service Unit
The Emergency Service Unit is a specialized tactical and rescue division of the New York City Police Department that handles high-risk operations, technical rescues, and critical incident response.
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_69d8e51a43a08190956bc6df13c91a77`	completed	April 10, 2026, 11:55 a.m.
NER	Named-entity recognition	`batch_69e6535ab298819085263dc37cc898cb`	completed	April 20, 2026, 4:24 p.m.
NED1	Entity disambiguation (via context triple)	`batch_6a07bd726d98819082ec25a5a38d57aa`	completed	May 16, 2026, 12:42 a.m.
NEDg	Description generation	`batch_6a07be450e608190a008095b0502b2d3`	completed	May 16, 2026, 12:45 a.m.
NED2	Entity disambiguation (via description)	`batch_6a07bed4c8d8819094fafce7eee69ee7`	completed	May 16, 2026, 12:48 a.m.

Created at: April 10, 2026, 1:48 p.m.