Triple

T5756718

Position	Surface form	Disambiguated ID	Type / Status
Subject	Parliamentary Secretary to the Ministry of Civil Aviation	`E126985`	entity
Predicate	subordinateTo	`P258`	FINISHED
Object	Minister of Civil Aviation The Minister of Civil Aviation is the senior government official responsible for formulating and overseeing national civil aviation policy, regulation, and administration.	`E545745`	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: Minister of Civil Aviation | Statement: [Parliamentary Secretary to the Ministry of Civil Aviation, subordinateTo, Minister of Civil Aviation]

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

Target entity: Minister of Civil Aviation
Context triple: [Parliamentary Secretary to the Ministry of Civil Aviation, subordinateTo, Minister of Civil Aviation]

A. Parliamentary Secretary to the Ministry of Civil Aviation
The Parliamentary Secretary to the Ministry of Civil Aviation was a junior ministerial role in the British government responsible for assisting in the oversight and development of civil aviation policy and administration.
B. Directorate General of Civil Aviation
The Directorate General of Civil Aviation is India’s national civil aviation authority responsible for regulating air transport services, enforcing aviation safety standards, and overseeing aircraft and pilot certification.
C. Secretary of State for Air
The Secretary of State for Air was a senior British government minister responsible for overseeing the Royal Air Force and air policy, particularly during the early and mid-20th century.
D. Ministry of Civil Aviation (India)
The Ministry of Civil Aviation (India) is the central government ministry responsible for formulating national aviation policy and overseeing civil aviation infrastructure, airlines, and regulatory bodies in India.
E. Minister for Defence Industry
The Minister for Defence Industry is an Australian government cabinet position responsible for overseeing the country's defence industrial base, including procurement, capability development, and support to the armed forces.
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: Minister of Civil Aviation
Triple: [Parliamentary Secretary to the Ministry of Civil Aviation, subordinateTo, Minister of Civil Aviation]

Generated description

The Minister of Civil Aviation is the senior government official responsible for formulating and overseeing national civil aviation policy, regulation, and administration.

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

Target entity: Minister of Civil Aviation
Target entity description: The Minister of Civil Aviation is the senior government official responsible for formulating and overseeing national civil aviation policy, regulation, and administration.

A. Parliamentary Secretary to the Ministry of Civil Aviation
The Parliamentary Secretary to the Ministry of Civil Aviation was a junior ministerial role in the British government responsible for assisting in the oversight and development of civil aviation policy and administration.
B. Directorate General of Civil Aviation
The Directorate General of Civil Aviation is India’s national civil aviation authority responsible for regulating air transport services, enforcing aviation safety standards, and overseeing aircraft and pilot certification.
C. Secretary of State for Air
The Secretary of State for Air was a senior British government minister responsible for overseeing the Royal Air Force and air policy, particularly during the early and mid-20th century.
D. Ministry of Civil Aviation (India)
The Ministry of Civil Aviation (India) is the central government ministry responsible for formulating national aviation policy and overseeing civil aviation infrastructure, airlines, and regulatory bodies in India.
E. Minister for Defence Industry
The Minister for Defence Industry is an Australian government cabinet position responsible for overseeing the country's defence industrial base, including procurement, capability development, and support to the armed forces.
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_69c00833a3fc81908f4bc29ed011b7a6`	completed	March 22, 2026, 3:18 p.m.
NER	Named-entity recognition	`batch_69c029084e108190988f1b5f38254007`	completed	March 22, 2026, 5:38 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69c07e47c1788190b5883df385475237`	completed	March 22, 2026, 11:41 p.m.
NEDg	Description generation	`batch_69c08e5a7950819099cd9c9bd6c7a99a`	completed	March 23, 2026, 12:50 a.m.
NED2	Entity disambiguation (via description)	`batch_69c08ed0c3ac8190a7093667bcd4fb0f`	completed	March 23, 2026, 12:52 a.m.

Created at: March 22, 2026, 3:49 p.m.