Triple
T1064590
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Series 7 exam |
E22980
|
entity |
| Predicate | prerequisite |
P100
|
FINISHED |
| Object |
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.
|
E123940
|
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: Securities Industry Essentials exam | Statement: [Series 7 exam, prerequisite, Securities Industry Essentials exam]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Securities Industry Essentials exam Context triple: [Series 7 exam, prerequisite, Securities Industry Essentials exam]
-
A.
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.
-
B.
Series 7 exam
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.
-
C.
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.
-
D.
Fundamentals of Surveying exam
The Fundamentals of Surveying exam is a standardized professional licensing test in the United States that assesses entry-level knowledge and skills in land surveying.
-
E.
Regulation SCI
Regulation SCI is a U.S. Securities and Exchange Commission rule framework that imposes technology, operational resilience, and cybersecurity standards on key securities market participants and their critical systems.
- 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: Securities Industry Essentials exam Triple: [Series 7 exam, prerequisite, Securities Industry Essentials exam]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Securities Industry Essentials exam Target entity description: 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.
-
A.
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.
-
B.
Series 7 exam
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.
-
C.
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.
-
D.
Fundamentals of Surveying exam
The Fundamentals of Surveying exam is a standardized professional licensing test in the United States that assesses entry-level knowledge and skills in land surveying.
-
E.
Regulation SCI
Regulation SCI is a U.S. Securities and Exchange Commission rule framework that imposes technology, operational resilience, and cybersecurity standards on key securities market participants and their critical systems.
- 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_69a493dada0481909c43649f9843ea91 |
completed | March 1, 2026, 7:30 p.m. |
| NER | Named-entity recognition | batch_69a4b90f91248190ace1534a51b82bdd |
completed | March 1, 2026, 10:09 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ac42a14b548190a796e49c545c9a9e |
completed | March 7, 2026, 3:22 p.m. |
| NEDg | Description generation | batch_69ac4311f7f08190ae86aacb7f2103d7 |
completed | March 7, 2026, 3:24 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ac43891ed88190a5b8b51341e98929 |
completed | March 7, 2026, 3:26 p.m. |
Created at: March 1, 2026, 7:42 p.m.