Triple
T9214848
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cambridge University (informal studies) |
E221215
|
entity |
| Predicate | mayBeOrganisedBy |
P67489
|
FINISHED |
| Object |
Cambridge Institute of Continuing Education
Cambridge Institute of Continuing Education is a department of the University of Cambridge that provides part-time and flexible adult education courses, including certificates, diplomas, and professional development programs.
|
E785542
|
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 Institute of Continuing Education | Statement: [Cambridge University (informal studies), mayBeOrganisedBy, Cambridge Institute of Continuing Education]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cambridge Institute of Continuing Education Context triple: [Cambridge University (informal studies), mayBeOrganisedBy, Cambridge Institute of Continuing Education]
-
A.
Institute of Continuing Education
The Institute of Continuing Education is a division of Taras Shevchenko National University of Kyiv that provides adult, professional, and lifelong learning programs to support ongoing education and career development.
-
B.
Cambridge Center for Adult Education
The Cambridge Center for Adult Education is a nonprofit community school in Cambridge, Massachusetts offering a wide range of non-credit classes and workshops for adults in subjects such as arts, languages, cooking, and personal enrichment.
-
C.
Cambridge Regional College
Cambridge Regional College is a further education institution in Cambridge, England, offering vocational courses, apprenticeships, and adult learning programs.
-
D.
Middlesex University
Middlesex University was the original name of Brandeis University, a private research university in Waltham, Massachusetts, before it was rechartered and renamed in 1948.
-
E.
Middlesex University
Middlesex University is a public research university in London, England, known for its diverse academic programs and strong emphasis on professional and creative disciplines.
- 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 Institute of Continuing Education Triple: [Cambridge University (informal studies), mayBeOrganisedBy, Cambridge Institute of Continuing Education]
Generated description
Cambridge Institute of Continuing Education is a department of the University of Cambridge that provides part-time and flexible adult education courses, including certificates, diplomas, and professional development programs.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Cambridge Institute of Continuing Education Target entity description: Cambridge Institute of Continuing Education is a department of the University of Cambridge that provides part-time and flexible adult education courses, including certificates, diplomas, and professional development programs.
-
A.
Institute of Continuing Education
The Institute of Continuing Education is a division of Taras Shevchenko National University of Kyiv that provides adult, professional, and lifelong learning programs to support ongoing education and career development.
-
B.
Cambridge Center for Adult Education
The Cambridge Center for Adult Education is a nonprofit community school in Cambridge, Massachusetts offering a wide range of non-credit classes and workshops for adults in subjects such as arts, languages, cooking, and personal enrichment.
-
C.
Cambridge Regional College
Cambridge Regional College is a further education institution in Cambridge, England, offering vocational courses, apprenticeships, and adult learning programs.
-
D.
Middlesex University
Middlesex University was the original name of Brandeis University, a private research university in Waltham, Massachusetts, before it was rechartered and renamed in 1948.
-
E.
Middlesex University
Middlesex University is a public research university in London, England, known for its diverse academic programs and strong emphasis on professional and creative disciplines.
- 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.