Triple
T7657918
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Oxford Martin School |
E173431
|
entity |
| Predicate | hasProgram |
P178
|
FINISHED |
| Object |
Oxford Martin Programme on Technological and Economic Change
The Oxford Martin Programme on Technological and Economic Change is a research initiative at the University of Oxford that studies how emerging technologies transform economies, work, and society over time.
|
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 Technological and Economic Change | Statement: [Oxford Martin School, hasProgram, Oxford Martin Programme on Technological and Economic Change]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Oxford Martin Programme on Technological and Economic Change Context triple: [Oxford Martin School, hasProgram, Oxford Martin Programme on Technological and Economic Change]
-
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.
Cambridge Centre for Economic and Public Policy
The Cambridge Centre for Economic and Public Policy is a research centre at the University of Cambridge focused on the analysis and development of economic policy and its implications for public affairs.
-
C.
Centre for Science, Technology and Innovation Policy
The Centre for Science, Technology and Innovation Policy is a research centre at the University of Cambridge that focuses on evidence-based analysis and design of policies to support science, technology development and innovation-led growth.
-
D.
Centre for Technology Management
The Centre for Technology Management is a research and education group at the University of Cambridge focused on how organizations strategically manage innovation, technology, and product development.
-
E.
MIT Joint Program on the Science and Policy of Global Change
The MIT Joint Program on the Science and Policy of Global Change is a multidisciplinary research initiative that integrates climate science, economics, and policy analysis to inform strategies for addressing global environmental and climate challenges.
- 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 Technological and Economic Change Triple: [Oxford Martin School, hasProgram, Oxford Martin Programme on Technological and Economic Change]
Generated description
The Oxford Martin Programme on Technological and Economic Change is a research initiative at the University of Oxford that studies how emerging technologies transform economies, work, and society over time.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Oxford Martin Programme on Technological and Economic Change Target entity description: The Oxford Martin Programme on Technological and Economic Change is a research initiative at the University of Oxford that studies how emerging technologies transform economies, work, and society over time.
-
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.
Cambridge Centre for Economic and Public Policy
The Cambridge Centre for Economic and Public Policy is a research centre at the University of Cambridge focused on the analysis and development of economic policy and its implications for public affairs.
-
C.
Centre for Science, Technology and Innovation Policy
The Centre for Science, Technology and Innovation Policy is a research centre at the University of Cambridge that focuses on evidence-based analysis and design of policies to support science, technology development and innovation-led growth.
-
D.
Centre for Technology Management
The Centre for Technology Management is a research and education group at the University of Cambridge focused on how organizations strategically manage innovation, technology, and product development.
-
E.
MIT Joint Program on the Science and Policy of Global Change
The MIT Joint Program on the Science and Policy of Global Change is a multidisciplinary research initiative that integrates climate science, economics, and policy analysis to inform strategies for addressing global environmental and climate challenges.
- 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.