Triple
T2213416
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Department of Land Economy, University of Cambridge |
E50967
|
entity |
| Predicate | offersProgram |
P178
|
FINISHED |
| Object |
MPhil in Land Economy
The MPhil in Land Economy is a postgraduate degree at the University of Cambridge focusing on the intersection of law, economics, and environmental policy as they relate to land, real estate, and natural resources.
|
E50967
|
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: MPhil in Land Economy | Statement: [Department of Land Economy, University of Cambridge, offersProgram, MPhil in Land Economy]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: MPhil in Land Economy Context triple: [Department of Land Economy, University of Cambridge, offersProgram, MPhil in Land Economy]
-
A.
Department of Land Economy, University of Cambridge
The Department of Land Economy at the University of Cambridge is an interdisciplinary academic department focusing on land, real estate, environmental policy, and spatial planning within an economics and law framework.
-
B.
School of Geography and Sustainable Development
The School of Geography and Sustainable Development is an academic department at the University of St Andrews focused on research and teaching in human and physical geography, environmental change, and sustainability.
-
C.
Department of Agricultural and Resource Economics
The Department of Agricultural and Resource Economics is an academic unit at the University of Tokyo that focuses on the economic analysis and management of agriculture, natural resources, and related rural and environmental issues.
-
D.
Department of Political Economy
The Department of Political Economy is an academic department at King’s College London focused on the interdisciplinary study of politics, economics, and public policy.
-
E.
School of Economics
The School of Economics at Osaka University is an academic faculty specializing in economic theory, policy, and related social sciences within one of Japan’s leading national universities.
- 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: MPhil in Land Economy Triple: [Department of Land Economy, University of Cambridge, offersProgram, MPhil in Land Economy]
Generated description
The MPhil in Land Economy is a postgraduate degree at the University of Cambridge focusing on the intersection of law, economics, and environmental policy as they relate to land, real estate, and natural resources.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: MPhil in Land Economy Target entity description: The MPhil in Land Economy is a postgraduate degree at the University of Cambridge focusing on the intersection of law, economics, and environmental policy as they relate to land, real estate, and natural resources.
-
A.
Department of Land Economy, University of Cambridge
chosen
The Department of Land Economy at the University of Cambridge is an interdisciplinary academic department focusing on land, real estate, environmental policy, and spatial planning within an economics and law framework.
-
B.
School of Geography and Sustainable Development
The School of Geography and Sustainable Development is an academic department at the University of St Andrews focused on research and teaching in human and physical geography, environmental change, and sustainability.
-
C.
Department of Agricultural and Resource Economics
The Department of Agricultural and Resource Economics is an academic unit at the University of Tokyo that focuses on the economic analysis and management of agriculture, natural resources, and related rural and environmental issues.
-
D.
Department of Political Economy
The Department of Political Economy is an academic department at King’s College London focused on the interdisciplinary study of politics, economics, and public policy.
-
E.
School of Economics
The School of Economics at Osaka University is an academic faculty specializing in economic theory, policy, and related social sciences within one of Japan’s leading national universities.
- 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_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.