Triple
T5340870
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Securities Industry Essentials exam |
E123940
|
entity |
| Predicate | requiredBefore |
P100
|
FINISHED |
| Object | Series 7 exam |
E22980
|
NE FINISHED |
How this triple was built (2 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: Series 7 exam | Statement: [Securities Industry Essentials exam, requiredBefore, Series 7 exam]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Series 7 exam Context triple: [Securities Industry Essentials exam, requiredBefore, Series 7 exam]
-
A.
Series 7 exam
chosen
The Series 7 exam is a U.S. licensing test that qualifies individuals to work as general securities representatives, allowing them to sell a broad range of investment products.
-
B.
Series 65 exam
The Series 65 exam is a U.S. securities licensing test that individuals must pass to qualify as investment adviser representatives authorized to provide investment advice for a fee.
-
C.
Securities Industry Essentials exam
The Securities Industry Essentials (SIE) exam is a foundational FINRA qualification test that assesses basic knowledge of the securities industry and is required before taking more specialized licensing exams.
-
D.
CLEP exams
CLEP exams are standardized tests that allow students to earn college credit by demonstrating proficiency in introductory-level college subjects.
-
E.
FS exam
The FS exam is a standardized test in the United States that serves as the first step toward professional licensure for surveyors, assessing fundamental knowledge in surveying principles and practices.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69bd464b07f8819095aa76577c9829e4 |
completed | March 20, 2026, 1:06 p.m. |
| NER | Named-entity recognition | batch_69bd91aab9348190a373b30bb305f933 |
completed | March 20, 2026, 6:27 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bf18c8db388190a31f55854e7370fc |
completed | March 21, 2026, 10:16 p.m. |
Created at: March 20, 2026, 2 p.m.