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.