Triple
T4420711
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Country-Based Pooled Funds |
E95089
|
entity |
| Predicate | linkedTo |
P37
|
FINISHED |
| Object |
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.
|
E437568
|
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: Humanitarian Programme Cycle | Statement: [Country-Based Pooled Funds, linkedTo, Humanitarian Programme Cycle]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Humanitarian Programme Cycle Context triple: [Country-Based Pooled Funds, linkedTo, Humanitarian Programme Cycle]
-
A.
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.
-
B.
Humanitarian Needs Overview
The Humanitarian Needs Overview is a core analytical report used in crisis response to assess and summarize the scale, severity, and priority needs of affected populations in a given humanitarian emergency.
-
C.
Directorate for Humanitarian Policy
The Directorate for Humanitarian Policy is a specialized body within the Office of the President of Ukraine responsible for shaping and coordinating state policy on humanitarian, cultural, educational, and social issues.
-
D.
Humanitarian Coordination Liaison
The Humanitarian Coordination Liaison is a role within UN peace operations that facilitates communication and collaboration between peacekeeping missions and humanitarian actors to ensure coherent, effective responses in crisis settings.
-
E.
Humanitarian Data Exchange
Humanitarian Data Exchange is an open humanitarian data platform that enables organizations to share, discover, and use data for crisis preparedness and response.
- 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: Humanitarian Programme Cycle Triple: [Country-Based Pooled Funds, linkedTo, Humanitarian Programme Cycle]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Humanitarian Programme Cycle Target entity description: 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.
-
A.
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.
-
B.
Humanitarian Needs Overview
The Humanitarian Needs Overview is a core analytical report used in crisis response to assess and summarize the scale, severity, and priority needs of affected populations in a given humanitarian emergency.
-
C.
Directorate for Humanitarian Policy
The Directorate for Humanitarian Policy is a specialized body within the Office of the President of Ukraine responsible for shaping and coordinating state policy on humanitarian, cultural, educational, and social issues.
-
D.
Humanitarian Coordination Liaison
The Humanitarian Coordination Liaison is a role within UN peace operations that facilitates communication and collaboration between peacekeeping missions and humanitarian actors to ensure coherent, effective responses in crisis settings.
-
E.
Humanitarian Data Exchange
Humanitarian Data Exchange is an open humanitarian data platform that enables organizations to share, discover, and use data for crisis preparedness and response.
- 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_69b3453a36908190b95a79a297ca083c |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b35521e020819099e72b9e2ccbd36d |
completed | March 13, 2026, 12:06 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5f62715748190abceb14396ad637d |
completed | March 14, 2026, 11:58 p.m. |
| NEDg | Description generation | batch_69b5f6d4bb84819081512aec6b49507b |
completed | March 15, 2026, 12:01 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5f7887cb08190bf498eefc3627bfa |
completed | March 15, 2026, 12:04 a.m. |
Created at: March 12, 2026, 11:30 p.m.