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.