Triple

T11556105
Position Surface form Disambiguated ID Type / Status
Subject Ghana National Fire Service E274020 entity
Predicate collaboratesWith P37 FINISHED
Object National Ambulance Service (Ghana)
The National Ambulance Service (Ghana) is the state-run emergency medical service responsible for providing pre-hospital care and ambulance transport across Ghana.
 E932929 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: National Ambulance Service (Ghana) | Statement: [Ghana National Fire Service, collaboratesWith, National Ambulance Service (Ghana)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: National Ambulance Service (Ghana)
Context triple: [Ghana National Fire Service, collaboratesWith, National Ambulance Service (Ghana)]
  • A. Ghana National Fire Service
    The Ghana National Fire Service is the state agency responsible for fire prevention, firefighting, and emergency rescue services throughout Ghana.
  • B. National Ambulance Service
    The National Ambulance Service is Ireland’s statutory pre-hospital emergency care and ambulance provider, responsible for responding to medical emergencies and transporting patients nationwide.
  • C. Dike Ambulance Service
    Dike Ambulance Service is a local emergency medical services provider serving the community of Dike, Iowa.
  • D. South Central Ambulance Service
    South Central Ambulance Service is an NHS ambulance trust in England that provides emergency medical response, patient transport, and related healthcare services across several counties in the south central region.
  • E. Egyptian Ambulance Organization
    The Egyptian Ambulance Organization is Egypt’s national emergency medical service responsible for providing pre-hospital care and ambulance transport across the country.
  • 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: National Ambulance Service (Ghana)
Triple: [Ghana National Fire Service, collaboratesWith, National Ambulance Service (Ghana)]
Generated description
The National Ambulance Service (Ghana) is the state-run emergency medical service responsible for providing pre-hospital care and ambulance transport across Ghana.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: National Ambulance Service (Ghana)
Target entity description: The National Ambulance Service (Ghana) is the state-run emergency medical service responsible for providing pre-hospital care and ambulance transport across Ghana.
  • A. Ghana National Fire Service
    The Ghana National Fire Service is the state agency responsible for fire prevention, firefighting, and emergency rescue services throughout Ghana.
  • B. National Ambulance Service
    The National Ambulance Service is Ireland’s statutory pre-hospital emergency care and ambulance provider, responsible for responding to medical emergencies and transporting patients nationwide.
  • C. Dike Ambulance Service
    Dike Ambulance Service is a local emergency medical services provider serving the community of Dike, Iowa.
  • D. South Central Ambulance Service
    South Central Ambulance Service is an NHS ambulance trust in England that provides emergency medical response, patient transport, and related healthcare services across several counties in the south central region.
  • E. Egyptian Ambulance Organization
    The Egyptian Ambulance Organization is Egypt’s national emergency medical service responsible for providing pre-hospital care and ambulance transport across the country.
  • 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_69d6aae4dfa48190a3ab0b19a159a3c5 completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d88a86be308190973fea5d7db8ba9d completed April 10, 2026, 5:28 a.m.
NED1 Entity disambiguation (via context triple) batch_69e6e865c3008190bc2f04a1048f2fed completed April 21, 2026, 3 a.m.
NEDg Description generation batch_69e6ef93e7d88190af3853b82de23c1b completed April 21, 2026, 3:31 a.m.
NED2 Entity disambiguation (via description) batch_69e6f9144afc819081ee7f78e32ad39a completed April 21, 2026, 4:12 a.m.
Created at: April 8, 2026, 9:37 p.m.