Triple
T1953371
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Danny Boyle |
E42207
|
entity |
| Predicate | educatedAt |
P5
|
FINISHED |
| Object |
Bangor University
Bangor University is a public research university in Bangor, Wales, known for its strong academic programs and scenic coastal campus.
|
E219238
|
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: Bangor University | Statement: [Danny Boyle, educatedAt, Bangor University]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bangor University Context triple: [Danny Boyle, educatedAt, Bangor University]
-
A.
Bangor campus
Bangor campus is a satellite location of the University of Maine at Augusta that offers higher education programs to students in the Bangor, Maine region.
-
B.
University College of Wales, Aberystwyth
The University College of Wales, Aberystwyth is a historic Welsh university institution, now known as Aberystwyth University, recognized as one of the oldest universities in Wales and a significant center for higher education and research.
-
C.
University of Wales
The University of Wales is a former federal university system in Wales that historically united several Welsh higher education institutions and awarded degrees across the country.
-
D.
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.
-
E.
Swansea University
Swansea University is a public research university located in the coastal city of Swansea in South Wales, known for its strong engineering, science, and medical programs.
- 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: Bangor University Triple: [Danny Boyle, educatedAt, Bangor University]
Generated description
Bangor University is a public research university in Bangor, Wales, known for its strong academic programs and scenic coastal campus.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bangor University Target entity description: Bangor University is a public research university in Bangor, Wales, known for its strong academic programs and scenic coastal campus.
-
A.
Bangor campus
Bangor campus is a satellite location of the University of Maine at Augusta that offers higher education programs to students in the Bangor, Maine region.
-
B.
University College of Wales, Aberystwyth
The University College of Wales, Aberystwyth is a historic Welsh university institution, now known as Aberystwyth University, recognized as one of the oldest universities in Wales and a significant center for higher education and research.
-
C.
University of Wales
The University of Wales is a former federal university system in Wales that historically united several Welsh higher education institutions and awarded degrees across the country.
-
D.
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.
-
E.
Swansea University
Swansea University is a public research university located in the coastal city of Swansea in South Wales, known for its strong engineering, science, and medical programs.
- 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_69a8870eea088190a38781990812a9bc |
completed | March 4, 2026, 7:25 p.m. |
| NER | Named-entity recognition | batch_69abb3501d108190bc5cb23f53db4411 |
completed | March 7, 2026, 5:10 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69adfbc611fc8190b2f512c744cbc364 |
completed | March 8, 2026, 10:44 p.m. |
| NEDg | Description generation | batch_69adfc8efb0c81908bce5a4a13359801 |
completed | March 8, 2026, 10:47 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69adfd8115d481909716e11b943cbf61 |
completed | March 8, 2026, 10:51 p.m. |
Created at: March 4, 2026, 7:36 p.m.