Triple

T5680714
Position Surface form Disambiguated ID Type / Status
Subject Invesco Ltd. E125190 entity
Predicate acquired P2511 FINISHED
Object OppenheimerFunds
OppenheimerFunds was a major U.S.-based asset management company known for its mutual funds and investment products for individual and institutional investors.
 E540980 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: OppenheimerFunds | Statement: [Invesco Ltd., acquired, OppenheimerFunds]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: OppenheimerFunds
Context triple: [Invesco Ltd., acquired, OppenheimerFunds]
  • A. Morningstar, Inc.
    Morningstar, Inc. is a leading global provider of independent investment research, data, and analytics for individual investors and financial professionals.
  • B. Eaton Vance
    Eaton Vance is a U.S.-based investment management firm known for its mutual funds and wealth management services, now operating as part of Morgan Stanley.
  • C. Morgan Stanley Investment Management
    Morgan Stanley Investment Management is the asset management division of Morgan Stanley, providing investment products and services across a range of asset classes to institutional and individual clients worldwide.
  • D. BlackRock
    BlackRock is a global investment management corporation and the world’s largest asset manager, known for its extensive range of funds and risk management services.
  • E. Bear Stearns Asset Management
    Bear Stearns Asset Management was the asset management arm of the former investment bank Bear Stearns, overseeing investment funds and portfolios for institutional and individual clients.
  • 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: OppenheimerFunds
Triple: [Invesco Ltd., acquired, OppenheimerFunds]
Generated description
OppenheimerFunds was a major U.S.-based asset management company known for its mutual funds and investment products for individual and institutional investors.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: OppenheimerFunds
Target entity description: OppenheimerFunds was a major U.S.-based asset management company known for its mutual funds and investment products for individual and institutional investors.
  • A. Morningstar, Inc.
    Morningstar, Inc. is a leading global provider of independent investment research, data, and analytics for individual investors and financial professionals.
  • B. Eaton Vance
    Eaton Vance is a U.S.-based investment management firm known for its mutual funds and wealth management services, now operating as part of Morgan Stanley.
  • C. Morgan Stanley Investment Management
    Morgan Stanley Investment Management is the asset management division of Morgan Stanley, providing investment products and services across a range of asset classes to institutional and individual clients worldwide.
  • D. BlackRock
    BlackRock is a global investment management corporation and the world’s largest asset manager, known for its extensive range of funds and risk management services.
  • E. Bear Stearns Asset Management
    Bear Stearns Asset Management was the asset management arm of the former investment bank Bear Stearns, overseeing investment funds and portfolios for institutional and individual clients.
  • 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_69c0082a884c8190a79001bae658941f completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c02397c01081909793bb53ad7cbbce completed March 22, 2026, 5:15 p.m.
NED1 Entity disambiguation (via context triple) batch_69c05a35dd9c8190acd2ee8e94f309a6 completed March 22, 2026, 9:08 p.m.
NEDg Description generation batch_69c05c471c3081909e5bf44f47388a7c completed March 22, 2026, 9:16 p.m.
NED2 Entity disambiguation (via description) batch_69c05cda809c81908219947cf06c381a completed March 22, 2026, 9:19 p.m.
Created at: March 22, 2026, 3:44 p.m.