Triple

T16625702

Position	Surface form	Disambiguated ID	Type / Status
Subject	Ministry of Planning of Iraq	`E403937`	entity
Predicate	hasPart	`P35`	FINISHED
Object	Central Statistical Organization of Iraq The Central Statistical Organization of Iraq is the national government agency responsible for collecting, analyzing, and publishing official statistics and socio-economic data for Iraq.	`E1224722`	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: Central Statistical Organization of Iraq | Statement: [Ministry of Planning of Iraq, hasPart, Central Statistical Organization of Iraq]

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

Target entity: Central Statistical Organization of Iraq
Context triple: [Ministry of Planning of Iraq, hasPart, Central Statistical Organization of Iraq]

A. Ministry of Planning of Iraq
The Ministry of Planning of Iraq is a central government body responsible for national development planning, economic policy coordination, and oversight of public investment projects across the country.
B. 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.
C. Ministry of Education of Iraq
The Ministry of Education of Iraq is the national governmental body responsible for overseeing and administering the country’s primary and secondary education system, curricula, and educational policy.
D. Ministry of Finance of Iraq
The Ministry of Finance of Iraq is the national government body responsible for managing the country’s public finances, including budgeting, fiscal policy, and state revenue and expenditure.
E. Ministry of Oil of Iraq
The Ministry of Oil of Iraq is the national government body responsible for overseeing the country’s oil and gas sector, including exploration, production, and energy policy.
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: Central Statistical Organization of Iraq
Triple: [Ministry of Planning of Iraq, hasPart, Central Statistical Organization of Iraq]

Generated description

The Central Statistical Organization of Iraq is the national government agency responsible for collecting, analyzing, and publishing official statistics and socio-economic data for Iraq.

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

Target entity: Central Statistical Organization of Iraq
Target entity description: The Central Statistical Organization of Iraq is the national government agency responsible for collecting, analyzing, and publishing official statistics and socio-economic data for Iraq.

A. Ministry of Planning of Iraq
The Ministry of Planning of Iraq is a central government body responsible for national development planning, economic policy coordination, and oversight of public investment projects across the country.
B. 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.
C. Ministry of Education of Iraq
The Ministry of Education of Iraq is the national governmental body responsible for overseeing and administering the country’s primary and secondary education system, curricula, and educational policy.
D. Ministry of Finance of Iraq
The Ministry of Finance of Iraq is the national government body responsible for managing the country’s public finances, including budgeting, fiscal policy, and state revenue and expenditure.
E. Ministry of Oil of Iraq
The Ministry of Oil of Iraq is the national government body responsible for overseeing the country’s oil and gas sector, including exploration, production, and energy policy.
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_69d883897eb481909eaaa088ba9918d9`	completed	April 10, 2026, 4:58 a.m.
NER	Named-entity recognition	`batch_69e37551cd888190becc21deba87980d`	completed	April 18, 2026, 12:13 p.m.
NED1	Entity disambiguation (via context triple)	`batch_6a007db866e48190886aec7658835543`	completed	May 10, 2026, 12:44 p.m.
NEDg	Description generation	`batch_6a007ee625c48190a7a97f34d5788808`	completed	May 10, 2026, 12:49 p.m.
NED2	Entity disambiguation (via description)	`batch_6a007f75e7e48190ac5cf912cca60d9c`	completed	May 10, 2026, 12:52 p.m.

Created at: April 10, 2026, 5:17 a.m.