Triple
T2213454
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Institute for Manufacturing, University of Cambridge |
E50968
|
entity |
| Predicate | hasUnit |
P35
|
FINISHED |
| Object |
Centre for Industrial Sustainability
The Centre for Industrial Sustainability is a research centre at the University of Cambridge focused on developing sustainable, resource-efficient industrial systems and business models.
|
E243880
|
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: Centre for Industrial Sustainability | Statement: [Institute for Manufacturing, University of Cambridge, hasUnit, Centre for Industrial Sustainability]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Centre for Industrial Sustainability Context triple: [Institute for Manufacturing, University of Cambridge, hasUnit, Centre for Industrial Sustainability]
-
A.
UCL Institute for Sustainable Resources
The UCL Institute for Sustainable Resources is a research institute at University College London focused on advancing sustainable use of global resources through interdisciplinary research, policy analysis, and education.
-
B.
Institute for Business Innovation
The Institute for Business Innovation is a research and education center at UC Berkeley’s Haas School of Business that focuses on advancing knowledge and practice in innovation, entrepreneurship, and technology management.
-
C.
Low Center for Industrial Innovation
The Low Center for Industrial Innovation is a major research and technology facility at Rensselaer Polytechnic Institute that supports advanced engineering, manufacturing, and industrial innovation activities.
-
D.
Centre for International Governance Innovation
The Centre for International Governance Innovation is a Canadian think tank that conducts research and policy analysis on global governance, international economics, security, and law.
-
E.
Centre for Business Research
The Centre for Business Research is a research institute at the University of Cambridge that focuses on the study of enterprise, innovation, and economic performance, particularly in relation to policy and business practice.
- 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: Centre for Industrial Sustainability Triple: [Institute for Manufacturing, University of Cambridge, hasUnit, Centre for Industrial Sustainability]
Generated description
The Centre for Industrial Sustainability is a research centre at the University of Cambridge focused on developing sustainable, resource-efficient industrial systems and business models.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Centre for Industrial Sustainability Target entity description: The Centre for Industrial Sustainability is a research centre at the University of Cambridge focused on developing sustainable, resource-efficient industrial systems and business models.
-
A.
UCL Institute for Sustainable Resources
The UCL Institute for Sustainable Resources is a research institute at University College London focused on advancing sustainable use of global resources through interdisciplinary research, policy analysis, and education.
-
B.
Institute for Business Innovation
The Institute for Business Innovation is a research and education center at UC Berkeley’s Haas School of Business that focuses on advancing knowledge and practice in innovation, entrepreneurship, and technology management.
-
C.
Low Center for Industrial Innovation
The Low Center for Industrial Innovation is a major research and technology facility at Rensselaer Polytechnic Institute that supports advanced engineering, manufacturing, and industrial innovation activities.
-
D.
Centre for International Governance Innovation
The Centre for International Governance Innovation is a Canadian think tank that conducts research and policy analysis on global governance, international economics, security, and law.
-
E.
Centre for Business Research
The Centre for Business Research is a research institute at the University of Cambridge that focuses on the study of enterprise, innovation, and economic performance, particularly in relation to policy and business practice.
- 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_69a88b06709c8190978fb2418470d1b6 |
completed | March 4, 2026, 7:41 p.m. |
| NER | Named-entity recognition | batch_69abbfee6ae48190825ca792e8f99946 |
completed | March 7, 2026, 6:04 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae6554f3308190a180cac3ad7e2ce4 |
completed | March 9, 2026, 6:14 a.m. |
| NEDg | Description generation | batch_69ae65d419048190ad723d21ab7f1cab |
completed | March 9, 2026, 6:16 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae666e71908190b50be2cac5bdfa28 |
completed | March 9, 2026, 6:19 a.m. |
Created at: March 4, 2026, 7:46 p.m.