Triple
T7657914
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Oxford Martin School |
E173431
|
entity |
| Predicate | hasProgram |
P178
|
FINISHED |
| Object |
Oxford Martin Programme on the Future of Work
The Oxford Martin Programme on the Future of Work is a research initiative at the University of Oxford that investigates how technological, economic, and social changes are transforming employment, skills, and labour markets worldwide.
|
E173431
|
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: Oxford Martin Programme on the Future of Work | Statement: [Oxford Martin School, hasProgram, Oxford Martin Programme on the Future of Work]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Oxford Martin Programme on the Future of Work Context triple: [Oxford Martin School, hasProgram, Oxford Martin Programme on the Future of Work]
-
A.
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.
-
B.
Institute of Labour Studies
The Institute of Labour Studies is an academic center at Lumière University Lyon 2 specializing in research and education on work, employment, and labor relations.
-
C.
Centre for Collaboration with Workplaces
The Centre for Collaboration with Workplaces is a unit within the Norwegian Institute of Public Health that partners with employers and workplaces to promote health, prevent disease, and improve working environments.
-
D.
Knowledge and Skills for the Future
"Knowledge and Skills for the Future" is the official motto of Wrocław University of Science and Technology, emphasizing its focus on forward-looking, practical education and research.
-
E.
Centre for Welfare and Labour Research
The Centre for Welfare and Labour Research is a research faculty at OsloMet – Oslo Metropolitan University that focuses on welfare policy, social conditions, and labour market issues.
- 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: Oxford Martin Programme on the Future of Work Triple: [Oxford Martin School, hasProgram, Oxford Martin Programme on the Future of Work]
Generated description
The Oxford Martin Programme on the Future of Work is a research initiative at the University of Oxford that investigates how technological, economic, and social changes are transforming employment, skills, and labour markets worldwide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Oxford Martin Programme on the Future of Work Target entity description: The Oxford Martin Programme on the Future of Work is a research initiative at the University of Oxford that investigates how technological, economic, and social changes are transforming employment, skills, and labour markets worldwide.
-
A.
Oxford Martin School
chosen
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.
-
B.
Institute of Labour Studies
The Institute of Labour Studies is an academic center at Lumière University Lyon 2 specializing in research and education on work, employment, and labor relations.
-
C.
Centre for Collaboration with Workplaces
The Centre for Collaboration with Workplaces is a unit within the Norwegian Institute of Public Health that partners with employers and workplaces to promote health, prevent disease, and improve working environments.
-
D.
Knowledge and Skills for the Future
"Knowledge and Skills for the Future" is the official motto of Wrocław University of Science and Technology, emphasizing its focus on forward-looking, practical education and research.
-
E.
Centre for Welfare and Labour Research
The Centre for Welfare and Labour Research is a research faculty at OsloMet – Oslo Metropolitan University that focuses on welfare policy, social conditions, and labour market issues.
- F. None of above.
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_69c69955517c819085bc715b96d304d2 |
completed | March 27, 2026, 2:51 p.m. |
| NER | Named-entity recognition | batch_69c7019161548190855a5b1e9f5d7e99 |
completed | March 27, 2026, 10:15 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c89b0d345081909a1d4475fa3876f5 |
completed | March 29, 2026, 3:22 a.m. |
| NEDg | Description generation | batch_69c89d77b7cc81908120da0121c94537 |
completed | March 29, 2026, 3:33 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c89ddd81a88190924d41529e94b06b |
completed | March 29, 2026, 3:34 a.m. |
Created at: March 27, 2026, 3:59 p.m.