Triple
T18269439
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Humanitarian Programme Cycle |
E437568
|
entity |
| Predicate | linkedTo |
P37
|
FINISHED |
| Object |
Humanitarian Response Monitoring Framework
The Humanitarian Response Monitoring Framework is a system used to track, assess, and report on the performance and results of humanitarian interventions within the Humanitarian Programme Cycle.
|
E1315767
|
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 Response Monitoring Framework | Statement: [Humanitarian Programme Cycle, linkedTo, Humanitarian Response Monitoring Framework]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Humanitarian Response Monitoring Framework Context triple: [Humanitarian Programme Cycle, linkedTo, Humanitarian Response Monitoring Framework]
-
A.
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.
-
B.
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.
-
C.
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.
-
D.
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.
-
E.
Comprehensive Refugee Response Framework
The Comprehensive Refugee Response Framework is a global approach adopted by UN member states to improve responsibility-sharing and create more predictable, sustainable responses to large-scale refugee movements.
- 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 Response Monitoring Framework Triple: [Humanitarian Programme Cycle, linkedTo, Humanitarian Response Monitoring Framework]
Generated description
The Humanitarian Response Monitoring Framework is a system used to track, assess, and report on the performance and results of humanitarian interventions within the Humanitarian Programme Cycle.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Humanitarian Response Monitoring Framework Target entity description: The Humanitarian Response Monitoring Framework is a system used to track, assess, and report on the performance and results of humanitarian interventions within the Humanitarian Programme Cycle.
-
A.
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.
-
B.
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.
-
C.
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.
-
D.
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.
-
E.
Comprehensive Refugee Response Framework
The Comprehensive Refugee Response Framework is a global approach adopted by UN member states to improve responsibility-sharing and create more predictable, sustainable responses to large-scale refugee movements.
- 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_69d8b913351c8190932b6a426de04b41 |
completed | April 10, 2026, 8:47 a.m. |
| NER | Named-entity recognition | batch_69e4ff7d4f88819084123ed6c9e7e5b8 |
completed | April 19, 2026, 4:14 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a03b3f89bcc819094a7155b89ec206e |
completed | May 12, 2026, 11:12 p.m. |
| NEDg | Description generation | batch_6a03b4c841f881908a080734b1e19d09 |
completed | May 12, 2026, 11:16 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a03b5470d408190ae676062f2855508 |
completed | May 12, 2026, 11:18 p.m. |
Created at: April 10, 2026, 10:34 a.m.