Triple
T22492678
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | United States foreign assistance architecture |
E556056
|
entity |
| Predicate | includesProgram |
P1393
|
FINISHED |
| Object |
International Disaster Assistance programs
International Disaster Assistance programs are U.S. government-funded humanitarian aid initiatives that provide rapid emergency relief and support recovery efforts for populations affected by natural disasters and complex crises worldwide.
|
E1539723
|
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: International Disaster Assistance programs | Statement: [United States foreign assistance architecture, includesProgram, International Disaster Assistance programs]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: International Disaster Assistance programs Context triple: [United States foreign assistance architecture, includesProgram, International Disaster Assistance programs]
-
A.
Voluntary Organizations Active in Disaster
Voluntary Organizations Active in Disaster (VOAD) is a national coalition of nonprofit, faith-based, and community organizations that coordinate resources and services to support disaster preparedness, response, and recovery efforts in the United States.
-
B.
Impact Aid
Impact Aid is a federal education funding program in the United States that provides financial assistance to school districts affected by the presence of tax-exempt federal property or federally connected students.
-
C.
Humanitarian Response Plan
The Humanitarian Response Plan is a strategic framework that outlines coordinated, multi-agency humanitarian priorities, activities, and funding requirements for responding to major crises.
-
D.
Humanitarian Programme Cycle
The Humanitarian Programme Cycle is the coordinated framework used by humanitarian actors to assess needs, plan, resource, implement, and monitor emergency response in crisis-affected contexts.
-
E.
Global Humanitarian Overview
The Global Humanitarian Overview is the United Nations’ annual, system-wide assessment and funding appeal that outlines global humanitarian needs, response plans, and financial requirements for crises around the world.
- 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: International Disaster Assistance programs Triple: [United States foreign assistance architecture, includesProgram, International Disaster Assistance programs]
Generated description
International Disaster Assistance programs are U.S. government-funded humanitarian aid initiatives that provide rapid emergency relief and support recovery efforts for populations affected by natural disasters and complex crises worldwide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: International Disaster Assistance programs Target entity description: International Disaster Assistance programs are U.S. government-funded humanitarian aid initiatives that provide rapid emergency relief and support recovery efforts for populations affected by natural disasters and complex crises worldwide.
-
A.
Voluntary Organizations Active in Disaster
Voluntary Organizations Active in Disaster (VOAD) is a national coalition of nonprofit, faith-based, and community organizations that coordinate resources and services to support disaster preparedness, response, and recovery efforts in the United States.
-
B.
Impact Aid
Impact Aid is a federal education funding program in the United States that provides financial assistance to school districts affected by the presence of tax-exempt federal property or federally connected students.
-
C.
Humanitarian Response Plan
The Humanitarian Response Plan is a strategic framework that outlines coordinated, multi-agency humanitarian priorities, activities, and funding requirements for responding to major crises.
-
D.
Humanitarian Programme Cycle
The Humanitarian Programme Cycle is the coordinated framework used by humanitarian actors to assess needs, plan, resource, implement, and monitor emergency response in crisis-affected contexts.
-
E.
Global Humanitarian Overview
The Global Humanitarian Overview is the United Nations’ annual, system-wide assessment and funding appeal that outlines global humanitarian needs, response plans, and financial requirements for crises around the world.
- 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_69e11e5445bc8190b6a9481926db3355 |
completed | April 16, 2026, 5:37 p.m. |
| NER | Named-entity recognition | batch_69f15cb01b3481908a9143503b75167f |
completed | April 29, 2026, 1:19 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0b126c38fc819090458000ba82b176 |
completed | May 18, 2026, 1:21 p.m. |
| NEDg | Description generation | batch_6a0b14a059e4819095a3d467c469e783 |
completed | May 18, 2026, 1:31 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0b15696e588190a2c76b0a4af285a4 |
completed | May 18, 2026, 1:34 p.m. |
Created at: April 16, 2026, 8:49 p.m.