Triple

T4420923
Position Surface form Disambiguated ID Type / Status
Subject Humanitarian Data Exchange E95093 entity
Predicate maintainedBy P86 FINISHED
Object Centre for Humanitarian Data
The Centre for Humanitarian Data is a UN OCHA initiative that promotes the use, sharing, and responsible management of data to improve humanitarian decision-making worldwide.
 E17169 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: Centre for Humanitarian Data | Statement: [Humanitarian Data Exchange, maintainedBy, Centre for Humanitarian Data]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Centre for Humanitarian Data
Context triple: [Humanitarian Data Exchange, maintainedBy, Centre for Humanitarian Data]
  • 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. Geneva Centre for Humanitarian Studies
    The Geneva Centre for Humanitarian Studies is an academic and training institution in Geneva that specializes in research and education on humanitarian action, crisis response, and related policy.
  • C. Office for the Coordination of Humanitarian Affairs
    The Office for the Coordination of Humanitarian Affairs is the United Nations body responsible for coordinating international emergency responses to humanitarian crises and disasters.
  • D. 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.
  • E. Handicap International
    Handicap International is an international non-governmental organization that works to support people with disabilities and vulnerable populations in situations of poverty, exclusion, conflict, and disaster.
  • 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: Centre for Humanitarian Data
Triple: [Humanitarian Data Exchange, maintainedBy, Centre for Humanitarian Data]
Generated description
The Centre for Humanitarian Data is a UN OCHA initiative that promotes the use, sharing, and responsible management of data to improve humanitarian decision-making worldwide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Centre for Humanitarian Data
Target entity description: The Centre for Humanitarian Data is a UN OCHA initiative that promotes the use, sharing, and responsible management of data to improve humanitarian decision-making worldwide.
  • 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. Geneva Centre for Humanitarian Studies
    The Geneva Centre for Humanitarian Studies is an academic and training institution in Geneva that specializes in research and education on humanitarian action, crisis response, and related policy.
  • C. Office for the Coordination of Humanitarian Affairs chosen
    The Office for the Coordination of Humanitarian Affairs is the United Nations body responsible for coordinating international emergency responses to humanitarian crises and disasters.
  • D. 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.
  • E. Handicap International
    Handicap International is an international non-governmental organization that works to support people with disabilities and vulnerable populations in situations of poverty, exclusion, conflict, and disaster.
  • F. None of above.

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_69b613664c548190b5cd0c2667baecc7 completed March 15, 2026, 2:03 a.m.
NEDg Description generation batch_69b6149bd168819091233024b81b811b completed March 15, 2026, 2:08 a.m.
NED2 Entity disambiguation (via description) batch_69b6157c06808190b7cb97516a6a81bf completed March 15, 2026, 2:12 a.m.
Created at: March 12, 2026, 11:30 p.m.