Triple

T2880307

Position	Surface form	Disambiguated ID	Type / Status
Subject	Port Qasim	`E56979`	entity
Predicate	jurisdiction	`P82`	FINISHED
Object	Ministry of Maritime Affairs Pakistan The Ministry of Maritime Affairs Pakistan is the federal government body responsible for formulating and overseeing national policies related to ports, shipping, and the broader maritime sector in Pakistan.	`E308113`	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: Ministry of Maritime Affairs Pakistan | Statement: [Port Qasim, jurisdiction, Ministry of Maritime Affairs Pakistan]

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

Target entity: Ministry of Maritime Affairs Pakistan
Context triple: [Port Qasim, jurisdiction, Ministry of Maritime Affairs Pakistan]

A. Ministry of Ports, Shipping and Waterways
The Ministry of Ports, Shipping and Waterways is an Indian government ministry responsible for formulating policies and overseeing the development, regulation, and operation of the country’s ports, shipping industry, and inland waterways.
B. Ministry of Defence of Pakistan
The Ministry of Defence of Pakistan is the federal government department responsible for formulating defence policy and managing the country’s military affairs and national security.
C. Pakistan Coast Guards
The Pakistan Coast Guards is a maritime security and law-enforcement force responsible for safeguarding Pakistan’s coastal areas, preventing smuggling, and supporting naval and border security operations.
D. Pakistan Navy
The Pakistan Navy is the naval warfare branch of Pakistan’s armed forces, responsible for safeguarding the country’s maritime borders and interests in the Arabian Sea.
E. Government of Pakistan
The Government of Pakistan is the federal governing authority of the Islamic Republic of Pakistan, responsible for national administration, policymaking, and the execution of laws 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: Ministry of Maritime Affairs Pakistan
Triple: [Port Qasim, jurisdiction, Ministry of Maritime Affairs Pakistan]

Generated description

The Ministry of Maritime Affairs Pakistan is the federal government body responsible for formulating and overseeing national policies related to ports, shipping, and the broader maritime sector in Pakistan.

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

Target entity: Ministry of Maritime Affairs Pakistan
Target entity description: The Ministry of Maritime Affairs Pakistan is the federal government body responsible for formulating and overseeing national policies related to ports, shipping, and the broader maritime sector in Pakistan.

A. Ministry of Ports, Shipping and Waterways
The Ministry of Ports, Shipping and Waterways is an Indian government ministry responsible for formulating policies and overseeing the development, regulation, and operation of the country’s ports, shipping industry, and inland waterways.
B. Ministry of Defence of Pakistan
The Ministry of Defence of Pakistan is the federal government department responsible for formulating defence policy and managing the country’s military affairs and national security.
C. Pakistan Coast Guards
The Pakistan Coast Guards is a maritime security and law-enforcement force responsible for safeguarding Pakistan’s coastal areas, preventing smuggling, and supporting naval and border security operations.
D. Pakistan Navy
The Pakistan Navy is the naval warfare branch of Pakistan’s armed forces, responsible for safeguarding the country’s maritime borders and interests in the Arabian Sea.
E. Government of Pakistan
The Government of Pakistan is the federal governing authority of the Islamic Republic of Pakistan, responsible for national administration, policymaking, and the execution of laws 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_69ab4a4ced288190ab6d3e062d10f7f6`	completed	March 6, 2026, 9:42 p.m.
NER	Named-entity recognition	`batch_69abe0296be081908070bd48fe4fc926`	completed	March 7, 2026, 8:22 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69b0315d7cf8819093884c14562ce43f`	completed	March 10, 2026, 2:57 p.m.
NEDg	Description generation	`batch_69b03424dacc81908e587cc6b7122149`	completed	March 10, 2026, 3:09 p.m.
NED2	Entity disambiguation (via description)	`batch_69b03ab8c7308190aef7a476c82f1915`	completed	March 10, 2026, 3:37 p.m.

Created at: March 6, 2026, 10:03 p.m.