Triple

T2767975
Position Surface form Disambiguated ID Type / Status
Subject Coalition Provisional Authority E61380 entity
Predicate usedFund P43040 FINISHED
Object Development Fund for Iraq
The Development Fund for Iraq was a financial mechanism established after the 2003 invasion to manage Iraq’s oil and gas revenues and other assets for reconstruction and humanitarian needs under international oversight.
E297136 NE FINISHED

How this triple was built (5 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: Development Fund for Iraq | Statement: [Coalition Provisional Authority, usedFund, Development Fund for Iraq]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Development Fund for Iraq
Context triple: [Coalition Provisional Authority, usedFund, Development Fund for Iraq]
  • A. Alhurra-Iraq
    Alhurra-Iraq is an Arabic-language television channel focused on news and current affairs in Iraq, operated by the U.S.-funded Middle East Broadcasting Networks.
  • B. Al-Shoula consortium
    Al-Shoula consortium is a multinational group of Spanish and Saudi companies responsible for building and operating Saudi Arabia’s Haramain high-speed railway between Mecca and Medina.
  • C. Government of Iraq
    The Government of Iraq is the federal authority responsible for governing the Republic of Iraq, encompassing its executive, legislative, and judicial institutions.
  • D. UN mission in Iraq
    The UN mission in Iraq was a post-2003 United Nations operation aimed at supporting Iraq’s political transition, reconstruction, and humanitarian needs amid ongoing conflict and instability.
  • E. Office of Iraqi Affairs
    The Office of Iraqi Affairs is a division of the U.S. Department of State that manages and coordinates American diplomatic, political, and economic policy toward Iraq.
  • 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: Development Fund for Iraq
Triple: [Coalition Provisional Authority, usedFund, Development Fund for Iraq]
Generated description
The Development Fund for Iraq was a financial mechanism established after the 2003 invasion to manage Iraq’s oil and gas revenues and other assets for reconstruction and humanitarian needs under international oversight.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Development Fund for Iraq
Target entity description: The Development Fund for Iraq was a financial mechanism established after the 2003 invasion to manage Iraq’s oil and gas revenues and other assets for reconstruction and humanitarian needs under international oversight.
  • A. Alhurra-Iraq
    Alhurra-Iraq is an Arabic-language television channel focused on news and current affairs in Iraq, operated by the U.S.-funded Middle East Broadcasting Networks.
  • B. Al-Shoula consortium
    Al-Shoula consortium is a multinational group of Spanish and Saudi companies responsible for building and operating Saudi Arabia’s Haramain high-speed railway between Mecca and Medina.
  • C. Government of Iraq
    The Government of Iraq is the federal authority responsible for governing the Republic of Iraq, encompassing its executive, legislative, and judicial institutions.
  • D. UN mission in Iraq
    The UN mission in Iraq was a post-2003 United Nations operation aimed at supporting Iraq’s political transition, reconstruction, and humanitarian needs amid ongoing conflict and instability.
  • E. Office of Iraqi Affairs
    The Office of Iraqi Affairs is a division of the U.S. Department of State that manages and coordinates American diplomatic, political, and economic policy toward Iraq.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: usedFund
Context triple: [Coalition Provisional Authority, usedFund, Development Fund for Iraq]
  • A. funds
    Indicates that one entity provides financial resources or monetary support to another entity or activity.
  • B. usedResource
    Indicates that an entity has utilized or consumed a particular resource in performing an action or achieving a result.
  • C. usedFor
    Indicates that one entity serves a purpose, function, or role in accomplishing, enabling, or supporting another entity or activity.
  • D. usedAt
    Indicates that something is employed, applied, or utilized at a particular place, time, or context.
  • E. usedCross
    Indicates that one entity made use of a cross-shaped object or structure, or traversed by means of a crossing point such as a crosswalk or intersection.
  • F. None of above. chosen

Provenance (7 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_69ab4b7bab6c8190a5c2efef19a8ef34 completed March 6, 2026, 9:47 p.m.
NER Named-entity recognition batch_69abddceb9d88190961e30d521a21552 completed March 7, 2026, 8:11 a.m.
NED1 Entity disambiguation (via context triple) batch_69afc04b59448190b51ce14f19bd3381 completed March 10, 2026, 6:55 a.m.
NEDg Description generation batch_69afc0e092848190889e85f017a7832c completed March 10, 2026, 6:57 a.m.
NED2 Entity disambiguation (via description) batch_69afc159d0908190b4afe1a6b122076e completed March 10, 2026, 6:59 a.m.
PD Predicate disambiguation batch_69abdcfc5e1c8190a5ac2c48d3eaeb0a completed March 7, 2026, 8:08 a.m.
PDg Predicate description generation batch_69abddcc348081908b5f760899389d4f completed March 7, 2026, 8:11 a.m.
Created at: March 6, 2026, 9:57 p.m.