Triple

T16625759

Position	Surface form	Disambiguated ID	Type / Status
Subject	Ministry of Transport of Iraq	`E403938`	entity
Predicate	coordinatesWith	`P1140`	FINISHED
Object	Ministry of Construction and Housing and Public Municipalities of Iraq The Ministry of Construction and Housing and Public Municipalities of Iraq is a government body responsible for national infrastructure development, public housing projects, and the administration of municipal services across Iraq.	`E1224725`	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 Construction and Housing and Public Municipalities of Iraq | Statement: [Ministry of Transport of Iraq, coordinatesWith, Ministry of Construction and Housing and Public Municipalities of Iraq]

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

Target entity: Ministry of Construction and Housing and Public Municipalities of Iraq
Context triple: [Ministry of Transport of Iraq, coordinatesWith, Ministry of Construction and Housing and Public Municipalities 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 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.
C. 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.
D. 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.
E. Ministry of Justice of Iraq
The Ministry of Justice of Iraq is the national government body responsible for overseeing the country’s judicial system, legal affairs, and correctional institutions.
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 Construction and Housing and Public Municipalities of Iraq
Triple: [Ministry of Transport of Iraq, coordinatesWith, Ministry of Construction and Housing and Public Municipalities of Iraq]

Generated description

The Ministry of Construction and Housing and Public Municipalities of Iraq is a government body responsible for national infrastructure development, public housing projects, and the administration of municipal services across Iraq.

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

Target entity: Ministry of Construction and Housing and Public Municipalities of Iraq
Target entity description: The Ministry of Construction and Housing and Public Municipalities of Iraq is a government body responsible for national infrastructure development, public housing projects, and the administration of municipal services across 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 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.
C. 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.
D. 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.
E. Ministry of Justice of Iraq
The Ministry of Justice of Iraq is the national government body responsible for overseeing the country’s judicial system, legal affairs, and correctional institutions.
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.