Triple

T11556106

Position	Surface form	Disambiguated ID	Type / Status
Subject	Ghana National Fire Service	`E274020`	entity
Predicate	collaboratesWith	`P37`	FINISHED
Object	National Disaster Management Organisation (NADMO) The National Disaster Management Organisation (NADMO) is Ghana’s governmental agency responsible for coordinating preparedness, response, and recovery efforts for natural and human-made disasters nationwide.	`E932930`	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 Disaster Management Organisation (NADMO) | Statement: [Ghana National Fire Service, collaboratesWith, National Disaster Management Organisation (NADMO)]

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

Target entity: National Disaster Management Organisation (NADMO)
Context triple: [Ghana National Fire Service, collaboratesWith, National Disaster Management Organisation (NADMO)]

A. National Directorate General for Disaster Management
The National Directorate General for Disaster Management is Hungary’s central government agency responsible for coordinating disaster prevention, emergency response, and civil protection activities nationwide.
B. National Disaster Management Authority
The National Disaster Management Authority is India’s apex statutory body responsible for formulating policies, plans, and guidelines for effective disaster management and response across the country.
C. National Institute of Disaster Management
The National Institute of Disaster Management is India’s apex training, research, and capacity-building institution dedicated to improving disaster risk reduction and emergency response across the country.
D. National Disaster Risk Reduction and Management Council
The National Disaster Risk Reduction and Management Council is the Philippine government’s lead inter-agency body responsible for coordinating preparedness, response, and recovery efforts for natural and human-induced disasters nationwide.
E. Fire and Disaster Management Agency
The Fire and Disaster Management Agency is Japan’s national authority responsible for overseeing fire services, emergency response, and disaster management 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 Disaster Management Organisation (NADMO)
Triple: [Ghana National Fire Service, collaboratesWith, National Disaster Management Organisation (NADMO)]

Generated description

The National Disaster Management Organisation (NADMO) is Ghana’s governmental agency responsible for coordinating preparedness, response, and recovery efforts for natural and human-made disasters nationwide.

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

Target entity: National Disaster Management Organisation (NADMO)
Target entity description: The National Disaster Management Organisation (NADMO) is Ghana’s governmental agency responsible for coordinating preparedness, response, and recovery efforts for natural and human-made disasters nationwide.

A. National Directorate General for Disaster Management
The National Directorate General for Disaster Management is Hungary’s central government agency responsible for coordinating disaster prevention, emergency response, and civil protection activities nationwide.
B. National Disaster Management Authority
The National Disaster Management Authority is India’s apex statutory body responsible for formulating policies, plans, and guidelines for effective disaster management and response across the country.
C. National Institute of Disaster Management
The National Institute of Disaster Management is India’s apex training, research, and capacity-building institution dedicated to improving disaster risk reduction and emergency response across the country.
D. National Disaster Risk Reduction and Management Council
The National Disaster Risk Reduction and Management Council is the Philippine government’s lead inter-agency body responsible for coordinating preparedness, response, and recovery efforts for natural and human-induced disasters nationwide.
E. Fire and Disaster Management Agency
The Fire and Disaster Management Agency is Japan’s national authority responsible for overseeing fire services, emergency response, and disaster management 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.