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.