Triple

T4420755
Position Surface form Disambiguated ID Type / Status
Subject Humanitarian Response Plan E95090 entity
Predicate linkedTo P37 FINISHED
Object 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.
 E437570 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: Global Humanitarian Overview | Statement: [Humanitarian Response Plan, linkedTo, Global Humanitarian Overview]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Global Humanitarian Overview
Context triple: [Humanitarian Response Plan, linkedTo, Global Humanitarian Overview]
  • A. 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.
  • B. ReliefWeb
    ReliefWeb is a specialized humanitarian information service that provides timely reports, analyses, and data on global crises and disasters to support aid workers and decision-makers.
  • 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 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.
  • E. Lutheran humanitarian response worldwide
    Lutheran humanitarian response worldwide is a global faith-based relief and development effort led by Lutheran organizations that provides emergency aid, long-term support, and advocacy for vulnerable communities 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: Global Humanitarian Overview
Triple: [Humanitarian Response Plan, linkedTo, Global Humanitarian Overview]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Global Humanitarian Overview
Target entity description: 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.
  • A. 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.
  • B. ReliefWeb
    ReliefWeb is a specialized humanitarian information service that provides timely reports, analyses, and data on global crises and disasters to support aid workers and decision-makers.
  • 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 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.
  • E. Lutheran humanitarian response worldwide
    Lutheran humanitarian response worldwide is a global faith-based relief and development effort led by Lutheran organizations that provides emergency aid, long-term support, and advocacy for vulnerable communities 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_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.