Triple
T4753828
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Academia Europaea |
E105538
|
entity |
| Predicate | hasRegionalHub |
P12921
|
FINISHED |
| Object |
Cardiff Knowledge Hub
Cardiff Knowledge Hub is a regional center of Academia Europaea that promotes scientific excellence, interdisciplinary collaboration, and evidence-based policy across Europe.
|
E467551
|
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: Cardiff Knowledge Hub | Statement: [Academia Europaea, hasRegionalHub, Cardiff Knowledge Hub]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cardiff Knowledge Hub Context triple: [Academia Europaea, hasRegionalHub, Cardiff Knowledge Hub]
-
A.
Cardiff Metropolitan University
Cardiff Metropolitan University is a modern public university in Cardiff, Wales, known for its focus on applied research, professional education, and strong links with industry and the creative sectors.
-
B.
Cardiff University
Cardiff University is a major public research university in Wales known for its strong academic reputation and membership in the UK's leading research-intensive universities.
-
C.
Llandaff Campus
Llandaff Campus is one of Cardiff Metropolitan University’s main sites, housing a range of academic facilities, student services, and recreational amenities in the Llandaff area of Cardiff, Wales.
-
D.
University of Wales Trinity Saint David Swansea campus
The University of Wales Trinity Saint David Swansea campus is a higher education campus of the University of Wales Trinity Saint David located in the coastal city of Swansea, Wales.
-
E.
Penglais campus
Penglais campus is the main hilltop campus of Aberystwyth University in Wales, housing most of its academic departments, student residences, and central facilities.
- 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: Cardiff Knowledge Hub Triple: [Academia Europaea, hasRegionalHub, Cardiff Knowledge Hub]
Generated description
Cardiff Knowledge Hub is a regional center of Academia Europaea that promotes scientific excellence, interdisciplinary collaboration, and evidence-based policy across Europe.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Cardiff Knowledge Hub Target entity description: Cardiff Knowledge Hub is a regional center of Academia Europaea that promotes scientific excellence, interdisciplinary collaboration, and evidence-based policy across Europe.
-
A.
Cardiff Metropolitan University
Cardiff Metropolitan University is a modern public university in Cardiff, Wales, known for its focus on applied research, professional education, and strong links with industry and the creative sectors.
-
B.
Cardiff University
Cardiff University is a major public research university in Wales known for its strong academic reputation and membership in the UK's leading research-intensive universities.
-
C.
Llandaff Campus
Llandaff Campus is one of Cardiff Metropolitan University’s main sites, housing a range of academic facilities, student services, and recreational amenities in the Llandaff area of Cardiff, Wales.
-
D.
University of Wales Trinity Saint David Swansea campus
The University of Wales Trinity Saint David Swansea campus is a higher education campus of the University of Wales Trinity Saint David located in the coastal city of Swansea, Wales.
-
E.
Penglais campus
Penglais campus is the main hilltop campus of Aberystwyth University in Wales, housing most of its academic departments, student residences, and central facilities.
- 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_69bd43f07fa48190954317d01600994a |
completed | March 20, 2026, 12:56 p.m. |
| NER | Named-entity recognition | batch_69bd64e72d1c81908eb60960751e52b1 |
completed | March 20, 2026, 3:16 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be3a6600e481909c3fb1decf23d7d8 |
completed | March 21, 2026, 6:27 a.m. |
| NEDg | Description generation | batch_69be3d05e8a081908cdcb37620078fa6 |
completed | March 21, 2026, 6:39 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69be3daa7e0081908971df65613c9df6 |
completed | March 21, 2026, 6:41 a.m. |
Created at: March 20, 2026, 1:20 p.m.