Triple
T8291795
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Charles Schwab Corporation |
E193914
|
entity |
| Predicate | offers |
P178
|
FINISHED |
| Object |
Schwab mutual funds
Schwab mutual funds are a family of investment funds managed by Charles Schwab that provide diversified, low-cost options across various asset classes for individual and institutional investors.
|
E193914
|
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: Schwab mutual funds | Statement: [Charles Schwab Corporation, offers, Schwab mutual funds]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Schwab mutual funds Context triple: [Charles Schwab Corporation, offers, Schwab mutual funds]
-
A.
Schwab
Schwab is a German-language surname borne by numerous notable individuals in fields such as business, academia, and the arts.
-
B.
Morningstar, Inc.
Morningstar, Inc. is a leading global provider of independent investment research, data, and analytics for individual investors and financial professionals.
-
C.
Charles Schwab Corporation
Charles Schwab Corporation is a major American financial services company best known for its discount brokerage, wealth management, and banking services.
-
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.
OppenheimerFunds
OppenheimerFunds was a major U.S.-based asset management company known for its mutual funds and investment products for individual and institutional investors.
- 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: Schwab mutual funds Triple: [Charles Schwab Corporation, offers, Schwab mutual funds]
Generated description
Schwab mutual funds are a family of investment funds managed by Charles Schwab that provide diversified, low-cost options across various asset classes for individual and institutional investors.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Schwab mutual funds Target entity description: Schwab mutual funds are a family of investment funds managed by Charles Schwab that provide diversified, low-cost options across various asset classes for individual and institutional investors.
-
A.
Schwab
Schwab is a German-language surname borne by numerous notable individuals in fields such as business, academia, and the arts.
-
B.
Morningstar, Inc.
Morningstar, Inc. is a leading global provider of independent investment research, data, and analytics for individual investors and financial professionals.
-
C.
Charles Schwab Corporation
chosen
Charles Schwab Corporation is a major American financial services company best known for its discount brokerage, wealth management, and banking services.
-
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.
OppenheimerFunds
OppenheimerFunds was a major U.S.-based asset management company known for its mutual funds and investment products for individual and institutional investors.
- F. None of above.
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_69ca82e32db481908b72f3804fa71152 |
completed | March 30, 2026, 2:04 p.m. |
| NER | Named-entity recognition | batch_69cb7c9ccbfc81908825685c23b80d23 |
completed | March 31, 2026, 7:49 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cd952e038c819090023cbcdab1e3ae |
completed | April 1, 2026, 9:59 p.m. |
| NEDg | Description generation | batch_69cda342c10881908ebafc7853815424 |
completed | April 1, 2026, 10:59 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cdab736f208190a90bd4344b21a22c |
completed | April 1, 2026, 11:34 p.m. |
Created at: March 30, 2026, 5:52 p.m.