Triple
T16285303
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Adtalem Global Education |
E395374
|
entity |
| Predicate | owns |
P347
|
FINISHED |
| Object |
Walden University
Walden University is an accredited online university based in the United States that offers a wide range of undergraduate and graduate degree programs tailored primarily to working adults and professionals.
|
E1204504
|
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: Walden University | Statement: [Adtalem Global Education, owns, Walden University]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Walden University Context triple: [Adtalem Global Education, owns, Walden University]
-
A.
Purdue University Global
Purdue University Global is an online public university affiliated with Purdue University that primarily serves working adults and nontraditional students through flexible, career-focused degree programs.
-
B.
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.
-
C.
Bellevue University
Bellevue University is a private, non-profit university known for its career-focused undergraduate and graduate programs, particularly serving working adults and online learners.
-
D.
University of the North
The University of the North was a South African higher education institution, historically a key university for Black students during apartheid and alma mater of prominent figures such as President Cyril Ramaphosa.
-
E.
University of Phoenix
The University of Phoenix is a large, for-profit university system in the United States known for its online degree programs and adult-focused higher education.
- 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: Walden University Triple: [Adtalem Global Education, owns, Walden University]
Generated description
Walden University is an accredited online university based in the United States that offers a wide range of undergraduate and graduate degree programs tailored primarily to working adults and professionals.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Walden University Target entity description: Walden University is an accredited online university based in the United States that offers a wide range of undergraduate and graduate degree programs tailored primarily to working adults and professionals.
-
A.
Purdue University Global
Purdue University Global is an online public university affiliated with Purdue University that primarily serves working adults and nontraditional students through flexible, career-focused degree programs.
-
B.
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.
-
C.
Bellevue University
Bellevue University is a private, non-profit university known for its career-focused undergraduate and graduate programs, particularly serving working adults and online learners.
-
D.
University of the North
The University of the North was a South African higher education institution, historically a key university for Black students during apartheid and alma mater of prominent figures such as President Cyril Ramaphosa.
-
E.
University of Phoenix
The University of Phoenix is a large, for-profit university system in the United States known for its online degree programs and adult-focused higher education.
- 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_69d87f22c7248190a54c949738441e2e |
completed | April 10, 2026, 4:40 a.m. |
| NER | Named-entity recognition | batch_69e24913a55081909a9a5a7a7f4806cc |
completed | April 17, 2026, 2:52 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0017c8f51c8190b73cdf2834eda57f |
completed | May 10, 2026, 5:29 a.m. |
| NEDg | Description generation | batch_6a0019c847a0819081b92e21ced73824 |
completed | May 10, 2026, 5:38 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a001a7dcf888190b66122f2bfc7388b |
completed | May 10, 2026, 5:41 a.m. |
Created at: April 10, 2026, 5:05 a.m.