Triple

T15587315
Position Surface form Disambiguated ID Type / Status
Subject Swiss Agency for Development and Cooperation E374654 entity
Predicate partOf P40 FINISHED
Object Swiss international cooperation system
The Swiss international cooperation system is Switzerland’s overarching framework for coordinating its foreign aid, humanitarian assistance, and development policies across government agencies and partner organizations.
E374654 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: Swiss international cooperation system | Statement: [Swiss Agency for Development and Cooperation, partOf, Swiss international cooperation system]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Swiss international cooperation system
Context triple: [Swiss Agency for Development and Cooperation, partOf, Swiss international cooperation system]
  • A. Swiss Agency for Development and Cooperation
    The Swiss Agency for Development and Cooperation is Switzerland’s governmental body responsible for international development, humanitarian aid, and cooperation with developing countries.
  • B. Swiss Academies of Arts and Sciences
    The Swiss Academies of Arts and Sciences is an umbrella organization that brings together Switzerland’s national scientific academies to promote research, interdisciplinary dialogue, and evidence-based policy advice.
  • C. Center for International Cooperation
    The Center for International Cooperation is an academic unit that manages and promotes Lesya Ukrainka Volyn National University’s international partnerships, exchanges, and global educational initiatives.
  • D. Swiss federal government
    The Swiss federal government is the national executive authority of Switzerland, responsible for implementing federal laws, managing national administration, and representing the country domestically and internationally.
  • E. Swiss Citizenship Act
    The Swiss Citizenship Act is the primary federal law that governs how Swiss nationality is acquired, lost, and restored, including rules for naturalization and citizenship by descent.
  • 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: Swiss international cooperation system
Triple: [Swiss Agency for Development and Cooperation, partOf, Swiss international cooperation system]
Generated description
The Swiss international cooperation system is Switzerland’s overarching framework for coordinating its foreign aid, humanitarian assistance, and development policies across government agencies and partner organizations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Swiss international cooperation system
Target entity description: The Swiss international cooperation system is Switzerland’s overarching framework for coordinating its foreign aid, humanitarian assistance, and development policies across government agencies and partner organizations.
  • A. Swiss Agency for Development and Cooperation chosen
    The Swiss Agency for Development and Cooperation is Switzerland’s governmental body responsible for international development, humanitarian aid, and cooperation with developing countries.
  • B. Swiss Academies of Arts and Sciences
    The Swiss Academies of Arts and Sciences is an umbrella organization that brings together Switzerland’s national scientific academies to promote research, interdisciplinary dialogue, and evidence-based policy advice.
  • C. Center for International Cooperation
    The Center for International Cooperation is an academic unit that manages and promotes Lesya Ukrainka Volyn National University’s international partnerships, exchanges, and global educational initiatives.
  • D. Swiss federal government
    The Swiss federal government is the national executive authority of Switzerland, responsible for implementing federal laws, managing national administration, and representing the country domestically and internationally.
  • E. Swiss Citizenship Act
    The Swiss Citizenship Act is the primary federal law that governs how Swiss nationality is acquired, lost, and restored, including rules for naturalization and citizenship by descent.
  • 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_69d85cce25008190b13b52745fbd719b completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69e04e4900408190aadb48b001db4169 completed April 16, 2026, 2:49 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff4c53617c8190b4367eee351dc025 completed May 9, 2026, 3:01 p.m.
NEDg Description generation batch_69ff4d5de6ec8190ab82ac78bb70a432 completed May 9, 2026, 3:06 p.m.
NED2 Entity disambiguation (via description) batch_69ff4dd868388190a159618c1fdcf15c completed May 9, 2026, 3:08 p.m.
Created at: April 10, 2026, 4:11 a.m.