Triple
T14171135
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | EDHEC Business School |
E351208
|
entity |
| Predicate | hasResearchCenter |
P40
|
FINISHED |
| Object |
EDHEC Infrastructure & Private Assets Research
EDHEC Infrastructure & Private Assets Research is a specialized research center that produces data, indices, and academic insights on infrastructure and private asset investments for investors, regulators, and policymakers.
|
E1084705
|
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: EDHEC Infrastructure & Private Assets Research | Statement: [EDHEC Business School, hasResearchCenter, EDHEC Infrastructure & Private Assets Research]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: EDHEC Infrastructure & Private Assets Research Context triple: [EDHEC Business School, hasResearchCenter, EDHEC Infrastructure & Private Assets Research]
-
A.
AXA Investment Managers – Real Assets
AXA Investment Managers – Real Assets is a global real estate and infrastructure investment management firm specializing in managing property and real asset portfolios on behalf of institutional and other professional investors.
-
B.
Center for Financial Studies
The Center for Financial Studies is a German research institute based in Frankfurt that focuses on financial markets and institutions and is affiliated with Goethe University Frankfurt.
-
C.
Macquarie European Infrastructure Fund
Macquarie European Infrastructure Fund is a private investment fund managed by Macquarie that focuses on acquiring and operating infrastructure assets across Europe.
-
D.
OECD Capital Market Series
The OECD Capital Market Series is a collection of analytical publications and reports that examine global capital market developments, policies, and regulatory issues under the auspices of the OECD.
-
E.
Cambridge Centre for Alternative Finance
The Cambridge Centre for Alternative Finance is a research institute at the University of Cambridge that focuses on the study of financial innovation, including fintech, alternative finance, and digital assets.
- 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: EDHEC Infrastructure & Private Assets Research Triple: [EDHEC Business School, hasResearchCenter, EDHEC Infrastructure & Private Assets Research]
Generated description
EDHEC Infrastructure & Private Assets Research is a specialized research center that produces data, indices, and academic insights on infrastructure and private asset investments for investors, regulators, and policymakers.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: EDHEC Infrastructure & Private Assets Research Target entity description: EDHEC Infrastructure & Private Assets Research is a specialized research center that produces data, indices, and academic insights on infrastructure and private asset investments for investors, regulators, and policymakers.
-
A.
AXA Investment Managers – Real Assets
AXA Investment Managers – Real Assets is a global real estate and infrastructure investment management firm specializing in managing property and real asset portfolios on behalf of institutional and other professional investors.
-
B.
Center for Financial Studies
The Center for Financial Studies is a German research institute based in Frankfurt that focuses on financial markets and institutions and is affiliated with Goethe University Frankfurt.
-
C.
Macquarie European Infrastructure Fund
Macquarie European Infrastructure Fund is a private investment fund managed by Macquarie that focuses on acquiring and operating infrastructure assets across Europe.
-
D.
OECD Capital Market Series
The OECD Capital Market Series is a collection of analytical publications and reports that examine global capital market developments, policies, and regulatory issues under the auspices of the OECD.
-
E.
Cambridge Centre for Alternative Finance
The Cambridge Centre for Alternative Finance is a research institute at the University of Cambridge that focuses on the study of financial innovation, including fintech, alternative finance, and digital assets.
- 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_69d8278834a08190b0f1784e58d7b99c |
completed | April 9, 2026, 10:26 p.m. |
| NER | Named-entity recognition | batch_69de61b5dcbc8190b0cfcce5e6c6d582 |
completed | April 14, 2026, 3:48 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fcf808e6088190a607903be0f2adc7 |
completed | May 7, 2026, 8:37 p.m. |
| NEDg | Description generation | batch_69fd09bad5b48190913aaba5dd2a509d |
completed | May 7, 2026, 9:52 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69fd0a7603848190a4b73971cb75f99e |
completed | May 7, 2026, 9:56 p.m. |
Created at: April 10, 2026, 1:01 a.m.