Triple
T22593696
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Principal Global Investors |
E565015
|
entity |
| Predicate | hasSubsidiary |
P254
|
FINISHED |
| Object |
Principal Funds
Principal Funds is an investment management company offering a range of mutual funds and related investment products under the Principal Financial Group umbrella.
|
E1544770
|
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 Funds | Statement: [Principal Global Investors, hasSubsidiary, Principal Funds]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Principal Funds Context triple: [Principal Global Investors, hasSubsidiary, Principal Funds]
-
A.
L Funds
L Funds are professionally managed lifecycle investment funds within the U.S. federal Thrift Savings Plan that automatically adjust their asset allocation over time based on a target retirement date.
-
B.
American Funds
American Funds is a prominent family of mutual funds in the United States managed by Capital Group, known for its actively managed, long-term investment approach.
-
C.
Delta Fund
Delta Fund is a Dutch government financing instrument dedicated to long-term investments in flood protection, freshwater supply, and climate-resilient water management.
-
D.
G Fund
The G Fund is the Thrift Savings Plan’s government securities investment option that offers federal employees and service members a low-risk way to earn interest backed by the U.S. government.
-
E.
C Fund
The C Fund is a core investment option in the U.S. federal Thrift Savings Plan that tracks the performance of a broad U.S. stock market index, similar to an S&P 500 index fund.
- 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 Funds Triple: [Principal Global Investors, hasSubsidiary, Principal Funds]
Generated description
Principal Funds is an investment management company offering a range of mutual funds and related investment products under the Principal Financial Group umbrella.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Principal Funds Target entity description: Principal Funds is an investment management company offering a range of mutual funds and related investment products under the Principal Financial Group umbrella.
-
A.
L Funds
L Funds are professionally managed lifecycle investment funds within the U.S. federal Thrift Savings Plan that automatically adjust their asset allocation over time based on a target retirement date.
-
B.
American Funds
American Funds is a prominent family of mutual funds in the United States managed by Capital Group, known for its actively managed, long-term investment approach.
-
C.
Delta Fund
Delta Fund is a Dutch government financing instrument dedicated to long-term investments in flood protection, freshwater supply, and climate-resilient water management.
-
D.
G Fund
The G Fund is the Thrift Savings Plan’s government securities investment option that offers federal employees and service members a low-risk way to earn interest backed by the U.S. government.
-
E.
C Fund
The C Fund is a core investment option in the U.S. federal Thrift Savings Plan that tracks the performance of a broad U.S. stock market index, similar to an S&P 500 index fund.
- 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_69e245836014819091b91ed3074742a3 |
completed | April 17, 2026, 2:36 p.m. |
| NER | Named-entity recognition | batch_69f16163cb248190b377b110d80a6730 |
completed | April 29, 2026, 1:39 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0b3d5e31308190a11bff9270795efd |
completed | May 18, 2026, 4:25 p.m. |
| NEDg | Description generation | batch_6a0b3e908a308190af37f63904f38915 |
completed | May 18, 2026, 4:30 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0b3f8d85cc8190812924d466d18735 |
completed | May 18, 2026, 4:34 p.m. |
Created at: April 17, 2026, 2:49 p.m.