Triple

T9796268

Position	Surface form	Disambiguated ID	Type / Status
Subject	GNS Science	`E237724`	entity
Predicate	partner	`P1136`	FINISHED
Object	National Emergency Management Agency (New Zealand) The National Emergency Management Agency (New Zealand) is the government body responsible for leading and coordinating the country’s preparedness for, response to, and recovery from emergencies and disasters.	`E821357`	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 Emergency Management Agency (New Zealand) | Statement: [GNS Science, partner, National Emergency Management Agency (New Zealand)]

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

Target entity: National Emergency Management Agency (New Zealand)
Context triple: [GNS Science, partner, National Emergency Management Agency (New Zealand)]

A. Environmental Protection Authority of New Zealand
The Environmental Protection Authority of New Zealand is the national regulator responsible for overseeing environmental management and protection, including activities in New Zealand’s marine and coastal areas.
B. Department of Conservation (New Zealand)
The Department of Conservation (New Zealand) is the government agency responsible for protecting and managing New Zealand’s natural and historic heritage, including its national parks and conservation lands.
C. New Zealand Crown agencies
New Zealand Crown agencies are government organizations and bodies that operate under the authority of the New Zealand Crown to deliver public services, implement policy, and uphold statutory responsibilities.
D. Tūpuna Maunga Authority
Tūpuna Maunga Authority is a co-governance body in Auckland, New Zealand, responsible for overseeing and protecting the region’s ancestral volcanic maunga (mountains) on behalf of local Māori iwi and the wider community.
E. Ministry for Primary Industries
The Ministry for Primary Industries is a New Zealand government agency responsible for overseeing the country’s agriculture, fisheries, biosecurity, and food safety sectors.
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 Emergency Management Agency (New Zealand)
Triple: [GNS Science, partner, National Emergency Management Agency (New Zealand)]

Generated description

The National Emergency Management Agency (New Zealand) is the government body responsible for leading and coordinating the country’s preparedness for, response to, and recovery from emergencies and disasters.

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

Target entity: National Emergency Management Agency (New Zealand)
Target entity description: The National Emergency Management Agency (New Zealand) is the government body responsible for leading and coordinating the country’s preparedness for, response to, and recovery from emergencies and disasters.

A. Environmental Protection Authority of New Zealand
The Environmental Protection Authority of New Zealand is the national regulator responsible for overseeing environmental management and protection, including activities in New Zealand’s marine and coastal areas.
B. Department of Conservation (New Zealand)
The Department of Conservation (New Zealand) is the government agency responsible for protecting and managing New Zealand’s natural and historic heritage, including its national parks and conservation lands.
C. New Zealand Crown agencies
New Zealand Crown agencies are government organizations and bodies that operate under the authority of the New Zealand Crown to deliver public services, implement policy, and uphold statutory responsibilities.
D. Tūpuna Maunga Authority
Tūpuna Maunga Authority is a co-governance body in Auckland, New Zealand, responsible for overseeing and protecting the region’s ancestral volcanic maunga (mountains) on behalf of local Māori iwi and the wider community.
E. Ministry for Primary Industries
The Ministry for Primary Industries is a New Zealand government agency responsible for overseeing the country’s agriculture, fisheries, biosecurity, and food safety sectors.
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_69ca84dc04488190b9c91193976c0960`	completed	March 30, 2026, 2:12 p.m.
NER	Named-entity recognition	`batch_69cda34a53548190a8cb524381fe2bf9`	completed	April 1, 2026, 10:59 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69d1c43fdfec8190b7115a680c79d702`	completed	April 5, 2026, 2:09 a.m.
NEDg	Description generation	`batch_69d1c4d62a78819089ece2bb1f5fb66b`	completed	April 5, 2026, 2:11 a.m.
NED2	Entity disambiguation (via description)	`batch_69d1c589b90481908bc0944868d648b2`	completed	April 5, 2026, 2:14 a.m.

Created at: March 30, 2026, 8:28 p.m.