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.