Triple

T15962949

Position	Surface form	Disambiguated ID	Type / Status
Subject	Haditha Dam	`E387106`	entity
Predicate	operator	`P179`	FINISHED
Object	Iraqi Ministry of Water Resources The Iraqi Ministry of Water Resources is the government body responsible for managing Iraq’s water resources, including dams, irrigation systems, and flood control infrastructure.	`E1187065`	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: Iraqi Ministry of Water Resources | Statement: [Haditha Dam, operator, Iraqi Ministry of Water Resources]

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

Target entity: Iraqi Ministry of Water Resources
Context triple: [Haditha Dam, operator, Iraqi Ministry of Water Resources]

A. Egyptian Ministry of Water Resources and Irrigation
The Egyptian Ministry of Water Resources and Irrigation is the government body responsible for managing Egypt’s water resources, irrigation systems, and related infrastructure to support agriculture, development, and environmental sustainability.
B. Ministry of Environment of Iraq
The Ministry of Environment of Iraq is the national governmental body responsible for environmental protection, regulation, and policy-making across Iraq.
C. Ministry of Electricity of Iraq
The Ministry of Electricity of Iraq is the national government body responsible for overseeing electricity generation, transmission, and distribution across Iraq.
D. 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.
E. 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.
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: Iraqi Ministry of Water Resources
Triple: [Haditha Dam, operator, Iraqi Ministry of Water Resources]

Generated description

The Iraqi Ministry of Water Resources is the government body responsible for managing Iraq’s water resources, including dams, irrigation systems, and flood control infrastructure.

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

Target entity: Iraqi Ministry of Water Resources
Target entity description: The Iraqi Ministry of Water Resources is the government body responsible for managing Iraq’s water resources, including dams, irrigation systems, and flood control infrastructure.

A. Egyptian Ministry of Water Resources and Irrigation
The Egyptian Ministry of Water Resources and Irrigation is the government body responsible for managing Egypt’s water resources, irrigation systems, and related infrastructure to support agriculture, development, and environmental sustainability.
B. Ministry of Environment of Iraq
The Ministry of Environment of Iraq is the national governmental body responsible for environmental protection, regulation, and policy-making across Iraq.
C. Ministry of Electricity of Iraq
The Ministry of Electricity of Iraq is the national government body responsible for overseeing electricity generation, transmission, and distribution across Iraq.
D. 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.
E. 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.
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_69d86da882448190a82ea962fe343b79`	completed	April 10, 2026, 3:25 a.m.
NER	Named-entity recognition	`batch_69e157013cfc819099fa83de85273710`	completed	April 16, 2026, 9:39 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69ffbe827d248190adbfd41f55638ebd`	completed	May 9, 2026, 11:08 p.m.
NEDg	Description generation	`batch_69ffbffcbd748190a666eca28cf44ad5`	completed	May 9, 2026, 11:15 p.m.
NED2	Entity disambiguation (via description)	`batch_69ffc09df25481908674f306b0f96f95`	completed	May 9, 2026, 11:17 p.m.

Created at: April 10, 2026, 4:53 a.m.