Triple
T2793865
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Marie Skłodowska‑Curie Actions |
E61989
|
entity |
| Predicate | fundingInstrument |
P43183
|
FINISHED |
| Object |
Doctoral Networks
Doctoral Networks are European Union–funded collaborative doctoral training programs under the Marie Skłodowska‑Curie Actions that support international, interdisciplinary, and intersectoral PhD research and training.
|
E298959
|
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: Doctoral Networks | Statement: [Marie Skłodowska‑Curie Actions, fundingInstrument, Doctoral Networks]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Doctoral Networks Context triple: [Marie Skłodowska‑Curie Actions, fundingInstrument, Doctoral Networks]
-
A.
Worldwide Universities Network
The Worldwide Universities Network is a global alliance of research-intensive universities that collaborate on international education, research, and knowledge exchange.
-
B.
Global Network for Advanced Management
The Global Network for Advanced Management is an international alliance of leading business schools that collaborates on management education, research, and global experiential learning.
-
C.
Global Alliance of Technological Universities
The Global Alliance of Technological Universities is an international consortium of leading research-intensive science and engineering universities that collaborate on education, innovation, and global technological challenges.
-
D.
NARIC Network
The NARIC Network is a European network of national centers that provide information and guidance on the recognition of foreign diplomas, degrees, and other academic qualifications.
-
E.
International Alliance of Research Universities
The International Alliance of Research Universities is a global consortium of leading research-intensive universities that collaborate on education, research, and addressing major international challenges.
- 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: Doctoral Networks Triple: [Marie Skłodowska‑Curie Actions, fundingInstrument, Doctoral Networks]
Generated description
Doctoral Networks are European Union–funded collaborative doctoral training programs under the Marie Skłodowska‑Curie Actions that support international, interdisciplinary, and intersectoral PhD research and training.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Doctoral Networks Target entity description: Doctoral Networks are European Union–funded collaborative doctoral training programs under the Marie Skłodowska‑Curie Actions that support international, interdisciplinary, and intersectoral PhD research and training.
-
A.
Worldwide Universities Network
The Worldwide Universities Network is a global alliance of research-intensive universities that collaborate on international education, research, and knowledge exchange.
-
B.
Global Network for Advanced Management
The Global Network for Advanced Management is an international alliance of leading business schools that collaborates on management education, research, and global experiential learning.
-
C.
Global Alliance of Technological Universities
The Global Alliance of Technological Universities is an international consortium of leading research-intensive science and engineering universities that collaborate on education, innovation, and global technological challenges.
-
D.
NARIC Network
The NARIC Network is a European network of national centers that provide information and guidance on the recognition of foreign diplomas, degrees, and other academic qualifications.
-
E.
International Alliance of Research Universities
The International Alliance of Research Universities is a global consortium of leading research-intensive universities that collaborate on education, research, and addressing major international challenges.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: fundingInstrument Context triple: [Marie Skłodowska‑Curie Actions, fundingInstrument, Doctoral Networks]
-
A.
authorizationInstrument
Indicates that one entity serves as the formal legal or official instrument that grants authority or permission for another entity or action.
-
B.
paymentSystem
Indicates a relationship where one entity functions as a mechanism or platform through which another entity makes or processes payments.
-
C.
authorizesFundingFor
Indicates that one entity grants official approval or permission for financial resources to be provided to another entity or purpose.
-
D.
hasFinancialInstitution
Indicates that one entity is associated with or linked to a financial institution, such as a bank or similar financial service provider.
-
E.
chargingInstrumentTypes
Indicates the types of instruments or tools used to perform a charging action in a given context.
- F. None of above. chosen
Provenance (7 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_69ab4b7f51d881908768300ebd2fbdae |
completed | March 6, 2026, 9:47 p.m. |
| NER | Named-entity recognition | batch_69abddd33610819085ac7c5bec0e6af0 |
completed | March 7, 2026, 8:12 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69afc6618fb88190a653ae0d15e1a0d4 |
completed | March 10, 2026, 7:21 a.m. |
| NEDg | Description generation | batch_69afc6d485d88190b281abec460ff24d |
completed | March 10, 2026, 7:23 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69afc750fee08190bf3c112f6f204af4 |
completed | March 10, 2026, 7:25 a.m. |
| PD | Predicate disambiguation | batch_69abdd040f9481908e9c7a2df88ea1ae |
completed | March 7, 2026, 8:08 a.m. |
| PDg | Predicate description generation | batch_69abddcc348081908b5f760899389d4f |
completed | March 7, 2026, 8:11 a.m. |
Created at: March 6, 2026, 9:58 p.m.