Triple

T3989286

Position	Surface form	Disambiguated ID	Type / Status
Subject	Government of Iraq	`E86947`	entity
Predicate	hasAgency	`P3933`	FINISHED
Object	Ministry of Labour and Social Affairs of Iraq The Ministry of Labour and Social Affairs of Iraq is a national government body responsible for employment policy, labor regulation, and social welfare programs across the country.	`E403941`	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 Labour and Social Affairs of Iraq | Statement: [Government of Iraq, hasAgency, Ministry of Labour and Social Affairs of Iraq]

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

Target entity: Ministry of Labour and Social Affairs of Iraq
Context triple: [Government of Iraq, hasAgency, Ministry of Labour and Social Affairs of Iraq]

A. Government of Iraq
The Government of Iraq is the federal authority responsible for governing the Republic of Iraq, encompassing its executive, legislative, and judicial institutions.
B. Office of Iraqi Affairs
The Office of Iraqi Affairs is a division of the U.S. Department of State that manages and coordinates American diplomatic, political, and economic policy toward Iraq.
C. UN Office of the Iraq Programme
The UN Office of the Iraq Programme was a United Nations body responsible for overseeing and managing humanitarian aid and related activities in Iraq under Security Council sanctions in the 1990s and early 2000s.
D. Presidency Council of Iraq
The Presidency Council of Iraq was a three-member executive body that collectively served as Iraq’s head of state during the country’s post-2003 transitional period, with authority to approve legislation and key government decisions.
E. Ministry of Labour (Oman)
The Ministry of Labour (Oman) is the Omani government body responsible for regulating employment, workforce development, and labor relations within the Sultanate.
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 Labour and Social Affairs of Iraq
Triple: [Government of Iraq, hasAgency, Ministry of Labour and Social Affairs of Iraq]

Generated description

The Ministry of Labour and Social Affairs of Iraq is a national government body responsible for employment policy, labor regulation, and social welfare programs across the country.

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

Target entity: Ministry of Labour and Social Affairs of Iraq
Target entity description: The Ministry of Labour and Social Affairs of Iraq is a national government body responsible for employment policy, labor regulation, and social welfare programs across the country.

A. Government of Iraq
The Government of Iraq is the federal authority responsible for governing the Republic of Iraq, encompassing its executive, legislative, and judicial institutions.
B. Office of Iraqi Affairs
The Office of Iraqi Affairs is a division of the U.S. Department of State that manages and coordinates American diplomatic, political, and economic policy toward Iraq.
C. UN Office of the Iraq Programme
The UN Office of the Iraq Programme was a United Nations body responsible for overseeing and managing humanitarian aid and related activities in Iraq under Security Council sanctions in the 1990s and early 2000s.
D. Presidency Council of Iraq
The Presidency Council of Iraq was a three-member executive body that collectively served as Iraq’s head of state during the country’s post-2003 transitional period, with authority to approve legislation and key government decisions.
E. Ministry of Labour (Oman)
The Ministry of Labour (Oman) is the Omani government body responsible for regulating employment, workforce development, and labor relations within the Sultanate.
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_69aed93fd9d4819085d3b2137d2346cb`	completed	March 9, 2026, 2:29 p.m.
NER	Named-entity recognition	`batch_69aefa007344819099515fda367f7016`	completed	March 9, 2026, 4:49 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69b5403235408190b47b8d4f4e21d094`	completed	March 14, 2026, 11:02 a.m.
NEDg	Description generation	`batch_69b540c5ab7881908b7ebb0af2f9da46`	completed	March 14, 2026, 11:04 a.m.
NED2	Entity disambiguation (via description)	`batch_69b5415e002881908343ae30b2f8a16c`	completed	March 14, 2026, 11:07 a.m.

Created at: March 9, 2026, 3:33 p.m.