Triple
T15604529
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Robinhood Securities LLC |
E375121
|
entity |
| Predicate | clearsTradesFor |
P105185
|
FINISHED |
| Object |
Robinhood Financial LLC
Robinhood Financial LLC is a U.S.-based brokerage firm best known for its commission-free trading platform that allows retail investors to trade stocks, ETFs, options, and cryptocurrencies via a mobile app and website.
|
E75826
|
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: Robinhood Financial LLC | Statement: [Robinhood Securities LLC, clearsTradesFor, Robinhood Financial LLC]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Robinhood Financial LLC Context triple: [Robinhood Securities LLC, clearsTradesFor, Robinhood Financial LLC]
-
A.
Robinhood Securities LLC
Robinhood Securities LLC is the brokerage and clearing services arm of Robinhood Markets that executes and settles customers’ trades.
-
B.
Robinhood Markets
Robinhood Markets is a U.S.-based financial services company best known for its commission-free stock and cryptocurrency trading app that popularized retail investing among younger and first-time investors.
-
C.
Robinhood Gold
Robinhood Gold is Robinhood’s premium subscription service that offers users benefits like margin investing, larger instant deposits, and enhanced research tools for a monthly fee.
-
D.
Charles Schwab Corporation
Charles Schwab Corporation is a major American financial services company best known for its discount brokerage, wealth management, and banking services.
-
E.
SoFi Invest
SoFi Invest is an online investing platform offering commission-free stock, ETF, and cryptocurrency trading as part of SoFi’s broader personal finance ecosystem.
- 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: Robinhood Financial LLC Triple: [Robinhood Securities LLC, clearsTradesFor, Robinhood Financial LLC]
Generated description
Robinhood Financial LLC is a U.S.-based brokerage firm best known for its commission-free trading platform that allows retail investors to trade stocks, ETFs, options, and cryptocurrencies via a mobile app and website.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Robinhood Financial LLC Target entity description: Robinhood Financial LLC is a U.S.-based brokerage firm best known for its commission-free trading platform that allows retail investors to trade stocks, ETFs, options, and cryptocurrencies via a mobile app and website.
-
A.
Robinhood Securities LLC
Robinhood Securities LLC is the brokerage and clearing services arm of Robinhood Markets that executes and settles customers’ trades.
-
B.
Robinhood Markets
chosen
Robinhood Markets is a U.S.-based financial services company best known for its commission-free stock and cryptocurrency trading app that popularized retail investing among younger and first-time investors.
-
C.
Robinhood Gold
Robinhood Gold is Robinhood’s premium subscription service that offers users benefits like margin investing, larger instant deposits, and enhanced research tools for a monthly fee.
-
D.
Charles Schwab Corporation
Charles Schwab Corporation is a major American financial services company best known for its discount brokerage, wealth management, and banking services.
-
E.
SoFi Invest
SoFi Invest is an online investing platform offering commission-free stock, ETF, and cryptocurrency trading as part of SoFi’s broader personal finance ecosystem.
- 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_69d85cce25008190b13b52745fbd719b |
completed | April 10, 2026, 2:13 a.m. |
| NER | Named-entity recognition | batch_69e04e7d9328819090e93d55881269a5 |
completed | April 16, 2026, 2:50 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ff82e73534819095fca1b804d5db58 |
completed | May 9, 2026, 6:54 p.m. |
| NEDg | Description generation | batch_69ff83f35f088190a7506cf7152ebb88 |
completed | May 9, 2026, 6:58 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ff846436e48190b711da134c9a3b81 |
completed | May 9, 2026, 7 p.m. |
Created at: April 10, 2026, 4:12 a.m.