Triple

T16625703

Position	Surface form	Disambiguated ID	Type / Status
Subject	Ministry of Planning of Iraq	`E403937`	entity
Predicate	hasPart	`P35`	FINISHED
Object	Directorate of Regional Planning of Iraq The Directorate of Regional Planning of Iraq is a governmental body responsible for formulating and coordinating regional development and spatial planning policies across the country.	`E1224723`	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: Directorate of Regional Planning of Iraq | Statement: [Ministry of Planning of Iraq, hasPart, Directorate of Regional Planning of Iraq]

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

Target entity: Directorate of Regional Planning of Iraq
Context triple: [Ministry of Planning of Iraq, hasPart, Directorate of Regional Planning 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 Transport of Iraq
The Ministry of Transport of Iraq is the national government body responsible for overseeing and regulating the country’s transportation infrastructure and services, including road, rail, air, and maritime sectors.
C. Ministry of Planning of the Kurdistan Region
The Ministry of Planning of the Kurdistan Region is a governmental body responsible for developing and coordinating economic, social, and infrastructural planning and development policies within the Kurdistan Region.
D. Baghdad master plan
The Baghdad master plan is a comprehensive urban development blueprint for Iraq’s capital city created in the mid-20th century by Greek architect and planner Constantinos A. Doxiadis, aiming to guide its long-term growth and modernization.
E. Ministry of Interior of Iraq
The Ministry of Interior of Iraq is the national government body responsible for internal security, law enforcement, and policing 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: Directorate of Regional Planning of Iraq
Triple: [Ministry of Planning of Iraq, hasPart, Directorate of Regional Planning of Iraq]

Generated description

The Directorate of Regional Planning of Iraq is a governmental body responsible for formulating and coordinating regional development and spatial planning policies across the country.

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

Target entity: Directorate of Regional Planning of Iraq
Target entity description: The Directorate of Regional Planning of Iraq is a governmental body responsible for formulating and coordinating regional development and spatial planning policies across the country.

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 Transport of Iraq
The Ministry of Transport of Iraq is the national government body responsible for overseeing and regulating the country’s transportation infrastructure and services, including road, rail, air, and maritime sectors.
C. Ministry of Planning of the Kurdistan Region
The Ministry of Planning of the Kurdistan Region is a governmental body responsible for developing and coordinating economic, social, and infrastructural planning and development policies within the Kurdistan Region.
D. Baghdad master plan
The Baghdad master plan is a comprehensive urban development blueprint for Iraq’s capital city created in the mid-20th century by Greek architect and planner Constantinos A. Doxiadis, aiming to guide its long-term growth and modernization.
E. Ministry of Interior of Iraq
The Ministry of Interior of Iraq is the national government body responsible for internal security, law enforcement, and policing 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_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.