Triple

T21817163
Position Surface form Disambiguated ID Type / Status
Subject EU–Japan humanitarian assistance cooperation E538632 entity
Predicate hasKeyActor P30416 FINISHED
Object European Commission Directorate‑General for European Civil Protection and Humanitarian Aid Operations
The European Commission Directorate‑General for European Civil Protection and Humanitarian Aid Operations (DG ECHO) is the EU body responsible for coordinating and funding the Union’s emergency response, disaster preparedness, and humanitarian aid efforts worldwide.
E1503163 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: European Commission Directorate‑General for European Civil Protection and Humanitarian Aid Operations | Statement: [EU–Japan humanitarian assistance cooperation, hasKeyActor, European Commission Directorate‑General for European Civil Protection and Humanitarian Aid Operations]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: European Commission Directorate‑General for European Civil Protection and Humanitarian Aid Operations
Context triple: [EU–Japan humanitarian assistance cooperation, hasKeyActor, European Commission Directorate‑General for European Civil Protection and Humanitarian Aid Operations]
  • A. Directorate-General for Civil Protection and Emergencies
    The Directorate-General for Civil Protection and Emergencies is Spain’s national authority responsible for coordinating disaster prevention, emergency response, and civil protection planning across the country.
  • B. European Commission’s Directorate-General for External Relations
    The European Commission’s Directorate-General for External Relations was the EU’s former central department responsible for managing and coordinating the Union’s external policies and diplomatic relations before its functions were taken over by the European External Action Service.
  • C. Committee for Civilian Aspects of Crisis Management
    The Committee for Civilian Aspects of Crisis Management is a European Union body responsible for planning, coordinating, and overseeing the EU’s civilian crisis management missions under the Common Security and Defence Policy.
  • D. Directorate-General for Development Cooperation and Humanitarian Aid (Belgium)
    The Directorate-General for Development Cooperation and Humanitarian Aid is the Belgian federal body responsible for planning, coordinating, and implementing Belgium’s international development policy and humanitarian assistance.
  • E. European Commission directorates-general
    The European Commission directorates-general are specialized departments of the European Union’s executive branch responsible for developing and implementing policies across specific areas such as competition, trade, environment, and internal market.
  • 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: European Commission Directorate‑General for European Civil Protection and Humanitarian Aid Operations
Triple: [EU–Japan humanitarian assistance cooperation, hasKeyActor, European Commission Directorate‑General for European Civil Protection and Humanitarian Aid Operations]
Generated description
The European Commission Directorate‑General for European Civil Protection and Humanitarian Aid Operations (DG ECHO) is the EU body responsible for coordinating and funding the Union’s emergency response, disaster preparedness, and humanitarian aid efforts worldwide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: European Commission Directorate‑General for European Civil Protection and Humanitarian Aid Operations
Target entity description: The European Commission Directorate‑General for European Civil Protection and Humanitarian Aid Operations (DG ECHO) is the EU body responsible for coordinating and funding the Union’s emergency response, disaster preparedness, and humanitarian aid efforts worldwide.
  • A. Directorate-General for Civil Protection and Emergencies
    The Directorate-General for Civil Protection and Emergencies is Spain’s national authority responsible for coordinating disaster prevention, emergency response, and civil protection planning across the country.
  • B. European Commission’s Directorate-General for External Relations
    The European Commission’s Directorate-General for External Relations was the EU’s former central department responsible for managing and coordinating the Union’s external policies and diplomatic relations before its functions were taken over by the European External Action Service.
  • C. Committee for Civilian Aspects of Crisis Management
    The Committee for Civilian Aspects of Crisis Management is a European Union body responsible for planning, coordinating, and overseeing the EU’s civilian crisis management missions under the Common Security and Defence Policy.
  • D. Directorate-General for Development Cooperation and Humanitarian Aid (Belgium)
    The Directorate-General for Development Cooperation and Humanitarian Aid is the Belgian federal body responsible for planning, coordinating, and implementing Belgium’s international development policy and humanitarian assistance.
  • E. European Commission directorates-general
    The European Commission directorates-general are specialized departments of the European Union’s executive branch responsible for developing and implementing policies across specific areas such as competition, trade, environment, and internal market.
  • 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_69e0c475038c8190abb9b1a20eb8ff50 completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69f07ccbf3308190a5b3993737b939c4 completed April 28, 2026, 9:24 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0a45df38a881908f7864c53c1bbb0b completed May 17, 2026, 10:49 p.m.
NEDg Description generation batch_6a0a46a16de88190a930f98921d41239 completed May 17, 2026, 10:52 p.m.
NED2 Entity disambiguation (via description) batch_6a0a471f6d3481908108ceea4ff1c47b completed May 17, 2026, 10:54 p.m.
Created at: April 16, 2026, 6:54 p.m.