Triple

T1782501

Position	Surface form	Disambiguated ID	Type / Status
Subject	Government Communications Security Bureau	`E39319`	entity
Predicate	cooperatesWith	`P435`	FINISHED
Object	New Zealand Security Intelligence Service The New Zealand Security Intelligence Service is the country’s primary domestic intelligence agency, responsible for protecting national security through counter-espionage, counter-terrorism, and security vetting activities.	`E202060`	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: New Zealand Security Intelligence Service | Statement: [Government Communications Security Bureau, cooperatesWith, New Zealand Security Intelligence Service]

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

Target entity: New Zealand Security Intelligence Service
Context triple: [Government Communications Security Bureau, cooperatesWith, New Zealand Security Intelligence Service]

A. New Zealand intelligence community
The New Zealand intelligence community is the network of national agencies responsible for the country’s intelligence gathering, analysis, and security operations.
B. New Zealand Police
New Zealand Police is the national law enforcement agency of New Zealand, responsible for maintaining public safety, enforcing the law, and preventing crime across the country.
C. Intelligence and Security Division
The Intelligence and Security Division is a NATO body responsible for providing strategic intelligence, security policy, and threat assessments to support the Alliance’s political and military decision-making.
D. National Security and Intelligence Review Agency
The National Security and Intelligence Review Agency is an independent Canadian body responsible for reviewing and overseeing the activities of the country’s national security and intelligence agencies.
E. Counterintelligence Service
The Counterintelligence Service is a division of Russia’s Federal Security Service (FSB) responsible for identifying, preventing, and countering espionage and other intelligence threats to national security.
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: New Zealand Security Intelligence Service
Triple: [Government Communications Security Bureau, cooperatesWith, New Zealand Security Intelligence Service]

Generated description

The New Zealand Security Intelligence Service is the country’s primary domestic intelligence agency, responsible for protecting national security through counter-espionage, counter-terrorism, and security vetting activities.

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

Target entity: New Zealand Security Intelligence Service
Target entity description: The New Zealand Security Intelligence Service is the country’s primary domestic intelligence agency, responsible for protecting national security through counter-espionage, counter-terrorism, and security vetting activities.

A. New Zealand intelligence community
The New Zealand intelligence community is the network of national agencies responsible for the country’s intelligence gathering, analysis, and security operations.
B. New Zealand Police
New Zealand Police is the national law enforcement agency of New Zealand, responsible for maintaining public safety, enforcing the law, and preventing crime across the country.
C. Intelligence and Security Division
The Intelligence and Security Division is a NATO body responsible for providing strategic intelligence, security policy, and threat assessments to support the Alliance’s political and military decision-making.
D. National Security and Intelligence Review Agency
The National Security and Intelligence Review Agency is an independent Canadian body responsible for reviewing and overseeing the activities of the country’s national security and intelligence agencies.
E. Counterintelligence Service
The Counterintelligence Service is a division of Russia’s Federal Security Service (FSB) responsible for identifying, preventing, and countering espionage and other intelligence threats to national security.
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_69a88630519c8190a17addd83c4a3ef4`	completed	March 4, 2026, 7:21 p.m.
NER	Named-entity recognition	`batch_69aa64e34fe881908aa75f2b4141b87b`	completed	March 6, 2026, 5:23 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69adb5cbefec8190940cf2a4f692394e`	completed	March 8, 2026, 5:45 p.m.
NEDg	Description generation	`batch_69adb8b54a5081908b7dba1ff0d1a8da`	completed	March 8, 2026, 5:58 p.m.
NED2	Entity disambiguation (via description)	`batch_69adb9b7a32481908a11686d658a077a`	completed	March 8, 2026, 6:02 p.m.

Created at: March 4, 2026, 7:31 p.m.