Triple
T2213460
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Institute for Manufacturing, University of Cambridge |
E50968
|
entity |
| Predicate | hasUnit |
P35
|
FINISHED |
| Object |
IfM Education and Consultancy Services
IfM Education and Consultancy Services is the University of Cambridge Institute for Manufacturing’s professional arm that delivers executive education, consultancy, and applied research support to industry and government.
|
E243883
|
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: IfM Education and Consultancy Services | Statement: [Institute for Manufacturing, University of Cambridge, hasUnit, IfM Education and Consultancy Services]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: IfM Education and Consultancy Services Context triple: [Institute for Manufacturing, University of Cambridge, hasUnit, IfM Education and Consultancy Services]
-
A.
Maktab al-Khidamat
Maktab al-Khidamat was an Islamist organization founded in the 1980s to recruit, fund, and support foreign fighters for the Afghan jihad against the Soviet Union, and it later served as a precursor to al-Qaeda.
-
B.
Komaba Organization for Educational Development
Komaba Organization for Educational Development is a research and development center at the University of Tokyo dedicated to advancing and innovating undergraduate education and teaching practices.
-
C.
National Institute of Education
The National Institute of Education was a U.S. federal agency responsible for supporting and coordinating educational research and improvement nationwide.
-
D.
EMK Institute
The EMK Institute is an educational and civic institution in Boston dedicated to teaching the public about the U.S. Senate and American democracy through interactive exhibits and programs.
-
E.
Chandaria School of Business
Chandaria School of Business is the business school of United States International University Africa in Nairobi, offering undergraduate and graduate programs in business and management.
- 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: IfM Education and Consultancy Services Triple: [Institute for Manufacturing, University of Cambridge, hasUnit, IfM Education and Consultancy Services]
Generated description
IfM Education and Consultancy Services is the University of Cambridge Institute for Manufacturing’s professional arm that delivers executive education, consultancy, and applied research support to industry and government.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: IfM Education and Consultancy Services Target entity description: IfM Education and Consultancy Services is the University of Cambridge Institute for Manufacturing’s professional arm that delivers executive education, consultancy, and applied research support to industry and government.
-
A.
Maktab al-Khidamat
Maktab al-Khidamat was an Islamist organization founded in the 1980s to recruit, fund, and support foreign fighters for the Afghan jihad against the Soviet Union, and it later served as a precursor to al-Qaeda.
-
B.
Komaba Organization for Educational Development
Komaba Organization for Educational Development is a research and development center at the University of Tokyo dedicated to advancing and innovating undergraduate education and teaching practices.
-
C.
National Institute of Education
The National Institute of Education was a U.S. federal agency responsible for supporting and coordinating educational research and improvement nationwide.
-
D.
EMK Institute
The EMK Institute is an educational and civic institution in Boston dedicated to teaching the public about the U.S. Senate and American democracy through interactive exhibits and programs.
-
E.
Chandaria School of Business
Chandaria School of Business is the business school of United States International University Africa in Nairobi, offering undergraduate and graduate programs in business and management.
- 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.