Triple

T18950128
Position Surface form Disambiguated ID Type / Status
Subject Alliances for Innovation E463623 entity
Predicate predecessor P97 FINISHED
Object Sector Skills Alliances
Sector Skills Alliances were European initiatives that brought together education providers and industry stakeholders to align vocational training with labor market needs in specific economic sectors.
E1351316 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: Sector Skills Alliances | Statement: [Alliances for Innovation, predecessor, Sector Skills Alliances]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Sector Skills Alliances
Context triple: [Alliances for Innovation, predecessor, Sector Skills Alliances]
  • A. Sectoral Councils
    Sectoral Councils are specialized ministerial bodies within the East African Community that focus on specific policy areas such as trade, infrastructure, and health to coordinate regional integration efforts.
  • B. National Agreement for Skills and Workforce Development
    The National Agreement for Skills and Workforce Development is an intergovernmental framework in Australia that coordinates funding and priorities for vocational education and training to build a skilled national workforce.
  • C. Centre for Collaboration with Industry
    The Centre for Collaboration with Industry is a unit within the Norwegian Institute of Public Health that facilitates partnerships and cooperative projects between public health researchers and industrial stakeholders.
  • D. Committee on Workforce Development
    The Committee on Workforce Development is a Chicago City Council body that focuses on policies and programs related to job creation, employment training, and workforce initiatives in the city.
  • E. Business in the Community
    Business in the Community is a UK-based charity and business-led membership organisation that promotes responsible business practices and corporate social responsibility.
  • 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: Sector Skills Alliances
Triple: [Alliances for Innovation, predecessor, Sector Skills Alliances]
Generated description
Sector Skills Alliances were European initiatives that brought together education providers and industry stakeholders to align vocational training with labor market needs in specific economic sectors.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Sector Skills Alliances
Target entity description: Sector Skills Alliances were European initiatives that brought together education providers and industry stakeholders to align vocational training with labor market needs in specific economic sectors.
  • A. Sectoral Councils
    Sectoral Councils are specialized ministerial bodies within the East African Community that focus on specific policy areas such as trade, infrastructure, and health to coordinate regional integration efforts.
  • B. National Agreement for Skills and Workforce Development
    The National Agreement for Skills and Workforce Development is an intergovernmental framework in Australia that coordinates funding and priorities for vocational education and training to build a skilled national workforce.
  • C. Centre for Collaboration with Industry
    The Centre for Collaboration with Industry is a unit within the Norwegian Institute of Public Health that facilitates partnerships and cooperative projects between public health researchers and industrial stakeholders.
  • D. Committee on Workforce Development
    The Committee on Workforce Development is a Chicago City Council body that focuses on policies and programs related to job creation, employment training, and workforce initiatives in the city.
  • E. Business in the Community
    Business in the Community is a UK-based charity and business-led membership organisation that promotes responsible business practices and corporate social responsibility.
  • 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_69d8dcfec90481909e926be9767e5779 completed April 10, 2026, 11:20 a.m.
NER Named-entity recognition batch_69e5d542b238819089ccd2df279a2f7f completed April 20, 2026, 7:26 a.m.
NED1 Entity disambiguation (via context triple) batch_6a059fcf905881909d212cd67878704f completed May 14, 2026, 10:11 a.m.
NEDg Description generation batch_6a05a31685208190828d84eca8306a91 completed May 14, 2026, 10:25 a.m.
NED2 Entity disambiguation (via description) batch_6a05a376201c819083ac5739f09098d0 completed May 14, 2026, 10:27 a.m.
Created at: April 10, 2026, noon