Triple

T9247539
Position Surface form Disambiguated ID Type / Status
Subject Kurdistan Regional Government E222233 entity
Predicate hasMinistry P2820 FINISHED
Object Ministry of Natural Resources of the Kurdistan Region
The Ministry of Natural Resources of the Kurdistan Region is the governmental body responsible for managing and regulating the region’s oil, gas, and other natural resources.
E787224 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 Natural Resources of the Kurdistan Region | Statement: [Kurdistan Regional Government, hasMinistry, Ministry of Natural Resources of the Kurdistan Region]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ministry of Natural Resources of the Kurdistan Region
Context triple: [Kurdistan Regional Government, hasMinistry, Ministry of Natural Resources of the Kurdistan Region]
  • A. 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.
  • B. Kurdistan Regional Government
    The Kurdistan Regional Government is the autonomous governing authority of the Kurdistan Region in northern Iraq, overseeing its own parliament, security forces, and internal administration.
  • C. National Council of Kurdistan
    The National Council of Kurdistan was the short-lived parliamentary body representing Kurdish political authority in the Republic of Mahabad in 1946.
  • D. Ministry of Peshmerga Affairs
    The Ministry of Peshmerga Affairs is the governmental body of the Kurdistan Regional Government responsible for organizing, administering, and overseeing the Peshmerga military forces.
  • 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: Ministry of Natural Resources of the Kurdistan Region
Triple: [Kurdistan Regional Government, hasMinistry, Ministry of Natural Resources of the Kurdistan Region]
Generated description
The Ministry of Natural Resources of the Kurdistan Region is the governmental body responsible for managing and regulating the region’s oil, gas, and other natural resources.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ministry of Natural Resources of the Kurdistan Region
Target entity description: The Ministry of Natural Resources of the Kurdistan Region is the governmental body responsible for managing and regulating the region’s oil, gas, and other natural resources.
  • A. 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.
  • B. Kurdistan Regional Government
    The Kurdistan Regional Government is the autonomous governing authority of the Kurdistan Region in northern Iraq, overseeing its own parliament, security forces, and internal administration.
  • C. National Council of Kurdistan
    The National Council of Kurdistan was the short-lived parliamentary body representing Kurdish political authority in the Republic of Mahabad in 1946.
  • D. Ministry of Peshmerga Affairs
    The Ministry of Peshmerga Affairs is the governmental body of the Kurdistan Regional Government responsible for organizing, administering, and overseeing the Peshmerga military forces.
  • 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_69ca841d2b18819089f9faf5b2c2aec0 completed March 30, 2026, 2:09 p.m.
NER Named-entity recognition batch_69cd05f55a848190a59e7087cc07f6ef completed April 1, 2026, 11:48 a.m.
NED1 Entity disambiguation (via context triple) batch_69d077f79cfc81908bae290aa25cf2a1 completed April 4, 2026, 2:31 a.m.
NEDg Description generation batch_69d07b1a5a3c81908a21d87ddaebc02a completed April 4, 2026, 2:44 a.m.
NED2 Entity disambiguation (via description) batch_69d07ee0cfc881909a091f988102d138 completed April 4, 2026, 3 a.m.
Created at: March 30, 2026, 7:31 p.m.