Triple

T7155276
Position Surface form Disambiguated ID Type / Status
Subject Danish libraries E166791 entity
Predicate collaborateWith P398 FINISHED
Object European library networks
European library networks are collaborative organizations that connect libraries across European countries to share resources, standards, and services that support access to information and cultural heritage.
E644919 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 library networks | Statement: [Danish libraries, collaborateWith, European library networks]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: European library networks
Context triple: [Danish libraries, collaborateWith, European library networks]
  • A. European Network of Information Centres
    The European Network of Information Centres (ENIC) is an international network established by the Council of Europe and UNESCO to support the recognition of academic qualifications and promote transparency in higher education systems across member countries.
  • B. Centre for Collaboration with Library Networks
    The Centre for Collaboration with Library Networks is a unit within the Norwegian Institute of Public Health that coordinates and supports cooperation among library and information networks to enhance access to public health knowledge.
  • C. Conference of European National Librarians
    The Conference of European National Librarians is a collaborative network that brings together the heads of Europe’s national libraries to coordinate policies, share expertise, and promote access to cultural and scholarly heritage across the continent.
  • D. Estonian national library network
    The Estonian national library network is a coordinated system of major libraries across Estonia that collaboratively provide access to the country’s scholarly, cultural, and informational resources.
  • E. Gemeinsamer Bibliotheksverbund
    Der Gemeinsame Bibliotheksverbund (GBV) ist ein deutscher Verbund öffentlicher und wissenschaftlicher Bibliotheken, der insbesondere einen gemeinsamen Katalog und kooperative Dienstleistungen für seine Mitgliedsbibliotheken bereitstellt.
  • 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 library networks
Triple: [Danish libraries, collaborateWith, European library networks]
Generated description
European library networks are collaborative organizations that connect libraries across European countries to share resources, standards, and services that support access to information and cultural heritage.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: European library networks
Target entity description: European library networks are collaborative organizations that connect libraries across European countries to share resources, standards, and services that support access to information and cultural heritage.
  • A. European Network of Information Centres
    The European Network of Information Centres (ENIC) is an international network established by the Council of Europe and UNESCO to support the recognition of academic qualifications and promote transparency in higher education systems across member countries.
  • B. Centre for Collaboration with Library Networks
    The Centre for Collaboration with Library Networks is a unit within the Norwegian Institute of Public Health that coordinates and supports cooperation among library and information networks to enhance access to public health knowledge.
  • C. Conference of European National Librarians
    The Conference of European National Librarians is a collaborative network that brings together the heads of Europe’s national libraries to coordinate policies, share expertise, and promote access to cultural and scholarly heritage across the continent.
  • D. Estonian national library network
    The Estonian national library network is a coordinated system of major libraries across Estonia that collaboratively provide access to the country’s scholarly, cultural, and informational resources.
  • E. Gemeinsamer Bibliotheksverbund
    Der Gemeinsame Bibliotheksverbund (GBV) ist ein deutscher Verbund öffentlicher und wissenschaftlicher Bibliotheken, der insbesondere einen gemeinsamen Katalog und kooperative Dienstleistungen für seine Mitgliedsbibliotheken bereitstellt.
  • 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_69c68887a5cc8190bec0ea96227164f7 completed March 27, 2026, 1:39 p.m.
NER Named-entity recognition batch_69c6e80c747c8190a017a2b1c3e78a3f completed March 27, 2026, 8:26 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7adb0ea288190b7eef76de30a3a1e completed March 28, 2026, 10:30 a.m.
NEDg Description generation batch_69c7ae1bde448190b546d292d213c8c9 completed March 28, 2026, 10:31 a.m.
NED2 Entity disambiguation (via description) batch_69c7ae73e1a88190a18488b3155b2542 completed March 28, 2026, 10:33 a.m.
Created at: March 27, 2026, 2:47 p.m.