Triple
T5064002
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Germany and Austria |
E114097
|
entity |
| Predicate | shareAcademicCooperation |
P21308
|
FINISHED |
| Object |
German-speaking universities network
The German-speaking universities network is a collaborative association of higher education institutions in German-speaking regions that coordinates academic exchange, joint research, and shared educational initiatives.
|
E489721
|
NE FINISHED |
How this triple was built (5 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: German-speaking universities network | Statement: [Germany and Austria, shareAcademicCooperation, German-speaking universities network]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: German-speaking universities network Context triple: [Germany and Austria, shareAcademicCooperation, German-speaking universities network]
-
A.
German Universities of Technology network
The German Universities of Technology network is an alliance of leading German technical universities that collaborate on research, teaching, and innovation in engineering and the applied sciences.
-
B.
German Rectors' Conference
The German Rectors' Conference is a voluntary association of state and state-recognized universities in Germany that represents their collective interests in higher education policy, research, and academic governance.
-
C.
Berlin University Alliance
The Berlin University Alliance is a strategic research and academic consortium uniting several leading Berlin universities and institutions to promote excellence, collaboration, and innovation in higher education and science.
-
D.
Bavarian University Network
The Bavarian University Network is a collaborative association of universities in Bavaria, Germany, that coordinates academic, research, and administrative initiatives across its member institutions.
-
E.
German Academic Exchange Service
The German Academic Exchange Service (DAAD) is Germany’s main organization for promoting international academic exchange, offering scholarships, funding, and support for students, researchers, and institutions worldwide.
- 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: German-speaking universities network Triple: [Germany and Austria, shareAcademicCooperation, German-speaking universities network]
Generated description
The German-speaking universities network is a collaborative association of higher education institutions in German-speaking regions that coordinates academic exchange, joint research, and shared educational initiatives.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: German-speaking universities network Target entity description: The German-speaking universities network is a collaborative association of higher education institutions in German-speaking regions that coordinates academic exchange, joint research, and shared educational initiatives.
-
A.
German Universities of Technology network
The German Universities of Technology network is an alliance of leading German technical universities that collaborate on research, teaching, and innovation in engineering and the applied sciences.
-
B.
German Rectors' Conference
The German Rectors' Conference is a voluntary association of state and state-recognized universities in Germany that represents their collective interests in higher education policy, research, and academic governance.
-
C.
Berlin University Alliance
The Berlin University Alliance is a strategic research and academic consortium uniting several leading Berlin universities and institutions to promote excellence, collaboration, and innovation in higher education and science.
-
D.
Bavarian University Network
The Bavarian University Network is a collaborative association of universities in Bavaria, Germany, that coordinates academic, research, and administrative initiatives across its member institutions.
-
E.
German Academic Exchange Service
The German Academic Exchange Service (DAAD) is Germany’s main organization for promoting international academic exchange, offering scholarships, funding, and support for students, researchers, and institutions worldwide.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: shareAcademicCooperation Context triple: [Germany and Austria, shareAcademicCooperation, German-speaking universities network]
-
A.
topicOfAcademicCollaboration
Indicates that the entities are partners in a shared academic research or scholarly collaboration.
-
B.
associatedScholar
Indicates a relationship where a scholar is linked or connected to another entity (such as a work, institution, or concept) through relevant academic or intellectual involvement.
-
C.
sharesFacultyWith
Indicates that two academic institutions or departments have at least one faculty member in common or on staff at both.
-
D.
academicConsortium
chosen
Indicates a formal collaborative relationship in which multiple academic institutions join together to pursue shared educational, research, or administrative goals.
-
E.
sharesInstitution
Indicates that two entities are affiliated with or belong to the same institution.
- F. None of above.
Provenance (6 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_69bd443c0c8c81908663b77afb28e165 |
completed | March 20, 2026, 12:57 p.m. |
| NER | Named-entity recognition | batch_69bd747756bc8190863c426e6fd6e8f7 |
completed | March 20, 2026, 4:23 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bea49ae8c081908ef8c2e2dbbe3b49 |
completed | March 21, 2026, 2 p.m. |
| NEDg | Description generation | batch_69bea56407148190a2ba646c779e738b |
completed | March 21, 2026, 2:04 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bea610b7ac8190b0dcfaa67ba80431 |
completed | March 21, 2026, 2:07 p.m. |
| PD | Predicate disambiguation | batch_69bd715622b48190a3e8e49a5ef62b4a |
completed | March 20, 2026, 4:09 p.m. |
Created at: March 20, 2026, 1:38 p.m.