Triple

T15589835
Position Surface form Disambiguated ID Type / Status
Subject Swiss National Science Foundation E374712 entity
Predicate policyInstrument P1652 FINISHED
Object National Research Programmes
National Research Programmes are large-scale, thematically focused Swiss research initiatives that fund interdisciplinary projects to address pressing societal, economic, and environmental challenges.
E1165187 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: National Research Programmes | Statement: [Swiss National Science Foundation, policyInstrument, National Research Programmes]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: National Research Programmes
Context triple: [Swiss National Science Foundation, policyInstrument, National Research Programmes]
  • A. National Emphasis Programs
    National Emphasis Programs are targeted OSHA enforcement initiatives that focus inspection and compliance efforts on specific high-hazard industries, processes, or safety and health issues.
  • B. Framework Programmes for Research and Innovation
    The Framework Programmes for Research and Innovation are the European Union’s flagship multi-annual funding initiatives that support and coordinate scientific research and technological development across member states.
  • C. Science and Technology Program
    The Science and Technology Program is a division of the U.S. Department of Agriculture’s Agricultural Marketing Service that provides scientific, analytical, and technical services to support agricultural product quality, safety, and marketing.
  • D. Science and Technology Program
    The Science and Technology Program is a specialized academic magnet program focused on advanced coursework and experiential learning in STEM fields for high school students.
  • E. Research and National Technical Assistance program
    The Research and National Technical Assistance program is a U.S. Economic Development Administration initiative that funds studies, tools, and expert support to help communities and policymakers advance effective economic development strategies nationwide.
  • 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: National Research Programmes
Triple: [Swiss National Science Foundation, policyInstrument, National Research Programmes]
Generated description
National Research Programmes are large-scale, thematically focused Swiss research initiatives that fund interdisciplinary projects to address pressing societal, economic, and environmental challenges.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: National Research Programmes
Target entity description: National Research Programmes are large-scale, thematically focused Swiss research initiatives that fund interdisciplinary projects to address pressing societal, economic, and environmental challenges.
  • A. National Emphasis Programs
    National Emphasis Programs are targeted OSHA enforcement initiatives that focus inspection and compliance efforts on specific high-hazard industries, processes, or safety and health issues.
  • B. Framework Programmes for Research and Innovation
    The Framework Programmes for Research and Innovation are the European Union’s flagship multi-annual funding initiatives that support and coordinate scientific research and technological development across member states.
  • C. Science and Technology Program
    The Science and Technology Program is a division of the U.S. Department of Agriculture’s Agricultural Marketing Service that provides scientific, analytical, and technical services to support agricultural product quality, safety, and marketing.
  • D. Science and Technology Program
    The Science and Technology Program is a specialized academic magnet program focused on advanced coursework and experiential learning in STEM fields for high school students.
  • E. Research and National Technical Assistance program
    The Research and National Technical Assistance program is a U.S. Economic Development Administration initiative that funds studies, tools, and expert support to help communities and policymakers advance effective economic development strategies nationwide.
  • 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_69d85cce25008190b13b52745fbd719b completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69e04e4b903c8190a35f9267cb38e721 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.