Triple
T12435704
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Coalition Provisional Authority |
E297137
|
entity |
| Predicate | replaced |
P101
|
FINISHED |
| Object |
Office of Reconstruction and Humanitarian Assistance
The Office of Reconstruction and Humanitarian Assistance was a short-lived U.S.-led administrative body created after the 2003 invasion of Iraq to oversee initial postwar governance, reconstruction, and relief efforts.
|
E981658
|
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: Office of Reconstruction and Humanitarian Assistance | Statement: [Coalition Provisional Authority, replaced, Office of Reconstruction and Humanitarian Assistance]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Office of Reconstruction and Humanitarian Assistance Context triple: [Coalition Provisional Authority, replaced, Office of Reconstruction and Humanitarian Assistance]
-
A.
Bureau for Humanitarian Assistance (USAID)
The Bureau for Humanitarian Assistance (USAID) is the U.S. government’s lead office for international disaster response and humanitarian aid, providing emergency relief and supporting resilience in crisis-affected communities worldwide.
-
B.
Office of Foreign Relief and Rehabilitation Operations
The Office of Foreign Relief and Rehabilitation Operations was a U.S. government agency during World War II responsible for organizing and administering humanitarian aid and postwar relief in liberated and war-torn areas abroad.
-
C.
Office for the Coordination of Humanitarian Affairs
The Office for the Coordination of Humanitarian Affairs is the United Nations body responsible for coordinating international emergency responses to humanitarian crises and disasters.
-
D.
Department of Humanitarian Affairs
The Department of Humanitarian Affairs was a former United Nations body responsible for coordinating international emergency relief and humanitarian assistance efforts worldwide.
-
E.
Disaster Response Management Bureau
The Disaster Response Management Bureau is a specialized division responsible for coordinating and overseeing disaster preparedness, response, and recovery efforts under the Department of Social Welfare and Development.
- 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: Office of Reconstruction and Humanitarian Assistance Triple: [Coalition Provisional Authority, replaced, Office of Reconstruction and Humanitarian Assistance]
Generated description
The Office of Reconstruction and Humanitarian Assistance was a short-lived U.S.-led administrative body created after the 2003 invasion of Iraq to oversee initial postwar governance, reconstruction, and relief efforts.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Office of Reconstruction and Humanitarian Assistance Target entity description: The Office of Reconstruction and Humanitarian Assistance was a short-lived U.S.-led administrative body created after the 2003 invasion of Iraq to oversee initial postwar governance, reconstruction, and relief efforts.
-
A.
Bureau for Humanitarian Assistance (USAID)
The Bureau for Humanitarian Assistance (USAID) is the U.S. government’s lead office for international disaster response and humanitarian aid, providing emergency relief and supporting resilience in crisis-affected communities worldwide.
-
B.
Office of Foreign Relief and Rehabilitation Operations
The Office of Foreign Relief and Rehabilitation Operations was a U.S. government agency during World War II responsible for organizing and administering humanitarian aid and postwar relief in liberated and war-torn areas abroad.
-
C.
Office for the Coordination of Humanitarian Affairs
The Office for the Coordination of Humanitarian Affairs is the United Nations body responsible for coordinating international emergency responses to humanitarian crises and disasters.
-
D.
Department of Humanitarian Affairs
The Department of Humanitarian Affairs was a former United Nations body responsible for coordinating international emergency relief and humanitarian assistance efforts worldwide.
-
E.
Disaster Response Management Bureau
The Disaster Response Management Bureau is a specialized division responsible for coordinating and overseeing disaster preparedness, response, and recovery efforts under the Department of Social Welfare and Development.
- 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_69d6ada0640c81908c061d7fb3d47786 |
completed | April 8, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69d94d8c8fd481909b35ac504127a1b6 |
completed | April 10, 2026, 7:20 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6349f0f34819080e7d7f83f7baece |
completed | May 2, 2026, 5:30 p.m. |
| NEDg | Description generation | batch_69f6359a52b4819096c3f520a5714b0a |
completed | May 2, 2026, 5:34 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f63697d5b8819094728df472eb1914 |
completed | May 2, 2026, 5:38 p.m. |
Created at: April 8, 2026, 9:55 p.m.