Triple

T16625464
Position Surface form Disambiguated ID Type / Status
Subject Ministry of Finance of Iraq E403932 entity
Predicate hasPart P35 FINISHED
Object Public Debt Directorate (Iraq)
The Public Debt Directorate (Iraq) is a governmental body responsible for managing Iraq’s public borrowing, debt instruments, and overall sovereign debt portfolio.
 E403932 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: Public Debt Directorate (Iraq) | Statement: [Ministry of Finance of Iraq, hasPart, Public Debt Directorate (Iraq)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Public Debt Directorate (Iraq)
Context triple: [Ministry of Finance of Iraq, hasPart, Public Debt Directorate (Iraq)]
  • A. 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.
  • B. 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.
  • C. Direzione del Debito Pubblico
    Direzione del Debito Pubblico is the Italian Treasury’s specialized directorate responsible for managing and administering Italy’s public debt.
  • D. 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.
  • E. Ministry of Defence of Iraq
    The Ministry of Defence of Iraq is the government department responsible for formulating and overseeing Iraq’s national defense policy and the operations of its armed forces.
  • 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: Public Debt Directorate (Iraq)
Triple: [Ministry of Finance of Iraq, hasPart, Public Debt Directorate (Iraq)]
Generated description
The Public Debt Directorate (Iraq) is a governmental body responsible for managing Iraq’s public borrowing, debt instruments, and overall sovereign debt portfolio.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Public Debt Directorate (Iraq)
Target entity description: The Public Debt Directorate (Iraq) is a governmental body responsible for managing Iraq’s public borrowing, debt instruments, and overall sovereign debt portfolio.
  • A. Ministry of Finance of Iraq chosen
    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.
  • B. 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.
  • C. Direzione del Debito Pubblico
    Direzione del Debito Pubblico is the Italian Treasury’s specialized directorate responsible for managing and administering Italy’s public debt.
  • D. 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.
  • E. Ministry of Defence of Iraq
    The Ministry of Defence of Iraq is the government department responsible for formulating and overseeing Iraq’s national defense policy and the operations of its armed forces.
  • F. None of above.

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.