Triple

T6047663
Position Surface form Disambiguated ID Type / Status
Subject Principal Financial Group E134706 entity
Predicate hasSubsidiary P254 FINISHED
Object Principal Global Investors
Principal Global Investors is an institutional asset management firm that provides investment solutions across multiple asset classes to clients worldwide.
E565015 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: Principal Global Investors | Statement: [Principal Financial Group, hasSubsidiary, Principal Global Investors]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Principal Global Investors
Context triple: [Principal Financial Group, hasSubsidiary, Principal Global Investors]
  • A. Global Investment Solutions
    Global Investment Solutions is an investment management division of The Carlyle Group that focuses on providing customized portfolio and fund-of-funds solutions to institutional investors worldwide.
  • B. Allianz Global Investors
    Allianz Global Investors is a global asset management firm providing investment solutions across a wide range of asset classes to institutional and retail clients worldwide.
  • C. Henderson Global Investors
    Henderson Global Investors is a UK-based global asset management firm known for managing a wide range of investment funds for institutional and retail clients.
  • D. Apollo Global Management
    Apollo Global Management is a leading global alternative investment firm specializing in private equity, credit, and real assets.
  • E. 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.
  • 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: Principal Global Investors
Triple: [Principal Financial Group, hasSubsidiary, Principal Global Investors]
Generated description
Principal Global Investors is an institutional asset management firm that provides investment solutions across multiple asset classes to clients worldwide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Principal Global Investors
Target entity description: Principal Global Investors is an institutional asset management firm that provides investment solutions across multiple asset classes to clients worldwide.
  • A. Global Investment Solutions
    Global Investment Solutions is an investment management division of The Carlyle Group that focuses on providing customized portfolio and fund-of-funds solutions to institutional investors worldwide.
  • B. Allianz Global Investors
    Allianz Global Investors is a global asset management firm providing investment solutions across a wide range of asset classes to institutional and retail clients worldwide.
  • C. Henderson Global Investors
    Henderson Global Investors is a UK-based global asset management firm known for managing a wide range of investment funds for institutional and retail clients.
  • D. Apollo Global Management
    Apollo Global Management is a leading global alternative investment firm specializing in private equity, credit, and real assets.
  • E. 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.
  • 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_69c00876a69881908088a2626d3b2666 completed March 22, 2026, 3:19 p.m.
NER Named-entity recognition batch_69c056e70fd48190b4554e9a516a1c88 completed March 22, 2026, 8:53 p.m.
NED1 Entity disambiguation (via context triple) batch_69c113a2b65c8190a1891e790cb9a5de completed March 23, 2026, 10:19 a.m.
NEDg Description generation batch_69c11551bec88190be77db3ec96045ad completed March 23, 2026, 10:26 a.m.
NED2 Entity disambiguation (via description) batch_69c115f88e948190a3ea11b33742779c completed March 23, 2026, 10:29 a.m.
Created at: March 22, 2026, 4:09 p.m.