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.