Triple
T9214840
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cambridge University (informal studies) |
E221215
|
entity |
| Predicate | usesResourcesOf |
P22634
|
FINISHED |
| Object |
Cambridge research centres
Cambridge research centres are specialized academic and scientific institutes affiliated with the University of Cambridge that conduct advanced research across a wide range of disciplines.
|
E785541
|
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: Cambridge research centres | Statement: [Cambridge University (informal studies), usesResourcesOf, Cambridge research centres]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cambridge research centres Context triple: [Cambridge University (informal studies), usesResourcesOf, Cambridge research centres]
-
A.
Cambridge Enterprise
Cambridge Enterprise is the University of Cambridge’s commercialization arm that supports the translation of research and innovation—especially in life sciences—into spin-outs, licenses, and industry partnerships.
-
B.
Cambridge technology centre
Cambridge Technology Centre is a major research and development facility of The Welding Institute in Cambridge, focused on advanced welding, joining, and materials engineering technologies.
-
C.
Centre for Research in the Arts, Social Sciences and Humanities, University of Cambridge
The Centre for Research in the Arts, Social Sciences and Humanities (CRASSH) at the University of Cambridge is an interdisciplinary research institute that fosters collaboration across the humanities and social sciences through projects, events, and fellowships.
-
D.
Cambridge Engineering Design Centre
The Cambridge Engineering Design Centre is a research and teaching centre at the University of Cambridge focused on advancing engineering design methods, tools, and practice across academia and industry.
-
E.
Oxford Martin School
The Oxford Martin School is a multidisciplinary research institute at the University of Oxford focused on tackling global challenges and shaping the future through long-term, cross-cutting scholarship.
- 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: Cambridge research centres Triple: [Cambridge University (informal studies), usesResourcesOf, Cambridge research centres]
Generated description
Cambridge research centres are specialized academic and scientific institutes affiliated with the University of Cambridge that conduct advanced research across a wide range of disciplines.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Cambridge research centres Target entity description: Cambridge research centres are specialized academic and scientific institutes affiliated with the University of Cambridge that conduct advanced research across a wide range of disciplines.
-
A.
Cambridge Enterprise
Cambridge Enterprise is the University of Cambridge’s commercialization arm that supports the translation of research and innovation—especially in life sciences—into spin-outs, licenses, and industry partnerships.
-
B.
Cambridge technology centre
Cambridge Technology Centre is a major research and development facility of The Welding Institute in Cambridge, focused on advanced welding, joining, and materials engineering technologies.
-
C.
Centre for Research in the Arts, Social Sciences and Humanities, University of Cambridge
The Centre for Research in the Arts, Social Sciences and Humanities (CRASSH) at the University of Cambridge is an interdisciplinary research institute that fosters collaboration across the humanities and social sciences through projects, events, and fellowships.
-
D.
Cambridge Engineering Design Centre
The Cambridge Engineering Design Centre is a research and teaching centre at the University of Cambridge focused on advancing engineering design methods, tools, and practice across academia and industry.
-
E.
Oxford Martin School
The Oxford Martin School is a multidisciplinary research institute at the University of Oxford focused on tackling global challenges and shaping the future through long-term, cross-cutting scholarship.
- 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_69ca83eae42c8190a0ea9e040710a277 |
completed | March 30, 2026, 2:08 p.m. |
| NER | Named-entity recognition | batch_69ccda0830a8819096a186ed2e976cba |
completed | April 1, 2026, 8:40 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d0661c4c2c8190bc5be991a3a75f2b |
completed | April 4, 2026, 1:15 a.m. |
| NEDg | Description generation | batch_69d0678b89ac8190b807e1c3b457a503 |
completed | April 4, 2026, 1:21 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d0688d4c388190bb024b03cc86d08f |
completed | April 4, 2026, 1:25 a.m. |
Created at: March 30, 2026, 7:27 p.m.