Triple
T15910329
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kaplan, Inc. |
E385830
|
entity |
| Predicate | subsidiary |
P258
|
FINISHED |
| Object |
Kaplan Financial Education
Kaplan Financial Education is a professional training provider specializing in licensing exam prep and continuing education for finance and insurance professionals.
|
E385830
|
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: Kaplan Financial Education | Statement: [Kaplan, Inc., subsidiary, Kaplan Financial Education]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kaplan Financial Education Context triple: [Kaplan, Inc., subsidiary, Kaplan Financial Education]
-
A.
Kaplan
Kaplan is a surname most notably associated with Mordecai Kaplan, an influential 20th-century rabbi and theologian who founded Reconstructionist Judaism.
-
B.
Kaplan
Kaplan is a type of adjustable-blade water turbine commonly used in low-head hydroelectric power plants to efficiently generate electricity from flowing water.
-
C.
Kaplan, Inc.
Kaplan, Inc. is a global educational services company best known for its test preparation, professional training, and higher education programs.
-
D.
Apollo Education Group
Apollo Education Group is a private education company best known as the former parent organization of the University of Phoenix and other for-profit higher education institutions.
-
E.
Kaplan University
Kaplan University was a former U.S.-based for-profit online and campus-based higher education institution offering associate, bachelor’s, and graduate degree programs to working adults.
- 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: Kaplan Financial Education Triple: [Kaplan, Inc., subsidiary, Kaplan Financial Education]
Generated description
Kaplan Financial Education is a professional training provider specializing in licensing exam prep and continuing education for finance and insurance professionals.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Kaplan Financial Education Target entity description: Kaplan Financial Education is a professional training provider specializing in licensing exam prep and continuing education for finance and insurance professionals.
-
A.
Kaplan
Kaplan is a surname most notably associated with Mordecai Kaplan, an influential 20th-century rabbi and theologian who founded Reconstructionist Judaism.
-
B.
Kaplan
Kaplan is a type of adjustable-blade water turbine commonly used in low-head hydroelectric power plants to efficiently generate electricity from flowing water.
-
C.
Kaplan, Inc.
chosen
Kaplan, Inc. is a global educational services company best known for its test preparation, professional training, and higher education programs.
-
D.
Apollo Education Group
Apollo Education Group is a private education company best known as the former parent organization of the University of Phoenix and other for-profit higher education institutions.
-
E.
Kaplan University
Kaplan University was a former U.S.-based for-profit online and campus-based higher education institution offering associate, bachelor’s, and graduate degree programs to working adults.
- 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_69d86da686e4819097cbf3b1fc2d881d |
completed | April 10, 2026, 3:25 a.m. |
| NER | Named-entity recognition | batch_69e1565ea7a8819097efffda366b5245 |
completed | April 16, 2026, 9:36 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ffb05750ac81908860143f4ca26cc7 |
completed | May 9, 2026, 10:08 p.m. |
| NEDg | Description generation | batch_69ffb110a5b88190904f763057e8eb1e |
completed | May 9, 2026, 10:11 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ffb1a5e9b88190b790c81b9500c2ac |
completed | May 9, 2026, 10:13 p.m. |
Created at: April 10, 2026, 4:52 a.m.