Triple

T18950127
Position Surface form Disambiguated ID Type / Status
Subject Alliances for Innovation E463623 entity
Predicate predecessor P97 FINISHED
Object Knowledge Alliances
Knowledge Alliances were European higher education–business cooperation projects under the Erasmus+ programme, aimed at fostering innovation, entrepreneurship, and skills development through cross-sector partnerships.
E463623 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: Knowledge Alliances | Statement: [Alliances for Innovation, predecessor, Knowledge Alliances]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Knowledge Alliances
Context triple: [Alliances for Innovation, predecessor, Knowledge Alliances]
  • A. Knowledge Transfer Partnerships
    Knowledge Transfer Partnerships are a UK-wide scheme that links businesses with academic or research institutions to drive innovation and improve competitiveness through collaborative projects.
  • B. Knowledge Capital
    Knowledge Capital is a large-scale innovation and creative hub in Osaka that brings together businesses, researchers, and the public for exhibitions, labs, and collaborative projects.
  • C. Knowledge Services Group
    Knowledge Services Group is a division within the Congressional Research Service that focuses on managing, organizing, and providing access to information and knowledge resources for Congress.
  • D. Knowledge Corridor
    The Knowledge Corridor is a passenger rail route in western Massachusetts and northern Connecticut that serves major educational and research centers along the Connecticut River Valley.
  • E. alliances for innovation
    Alliances for Innovation are Erasmus+ funding actions that support strategic partnerships between higher education institutions, vocational education providers, and businesses to foster innovation, skills development, and cooperation across Europe.
  • 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: Knowledge Alliances
Triple: [Alliances for Innovation, predecessor, Knowledge Alliances]
Generated description
Knowledge Alliances were European higher education–business cooperation projects under the Erasmus+ programme, aimed at fostering innovation, entrepreneurship, and skills development through cross-sector partnerships.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Knowledge Alliances
Target entity description: Knowledge Alliances were European higher education–business cooperation projects under the Erasmus+ programme, aimed at fostering innovation, entrepreneurship, and skills development through cross-sector partnerships.
  • A. Knowledge Transfer Partnerships
    Knowledge Transfer Partnerships are a UK-wide scheme that links businesses with academic or research institutions to drive innovation and improve competitiveness through collaborative projects.
  • B. Knowledge Capital
    Knowledge Capital is a large-scale innovation and creative hub in Osaka that brings together businesses, researchers, and the public for exhibitions, labs, and collaborative projects.
  • C. Knowledge Services Group
    Knowledge Services Group is a division within the Congressional Research Service that focuses on managing, organizing, and providing access to information and knowledge resources for Congress.
  • D. Knowledge Corridor
    The Knowledge Corridor is a passenger rail route in western Massachusetts and northern Connecticut that serves major educational and research centers along the Connecticut River Valley.
  • E. alliances for innovation chosen
    Alliances for Innovation are Erasmus+ funding actions that support strategic partnerships between higher education institutions, vocational education providers, and businesses to foster innovation, skills development, and cooperation across Europe.
  • 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_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