Triple
T15910354
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kaplan University |
E385831
|
entity |
| Predicate | formerName |
P65
|
FINISHED |
| Object | American Institute of Commerce |
E1183768
|
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: American Institute of Commerce | Statement: [Kaplan University, formerName, American Institute of Commerce]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: American Institute of Commerce Context triple: [Kaplan University, formerName, American Institute of Commerce]
-
A.
American Institute of Commerce
chosen
The American Institute of Commerce was a for-profit business college that later evolved into what became Kaplan University.
-
B.
Institute of International Business
The Institute of International Business is an academic unit of the University of Gdańsk specializing in education and research on global economics, international trade, and business.
-
C.
Chamber of Commerce of the United States of America
The Chamber of Commerce of the United States of America is a major business federation representing the interests of millions of American companies in policy advocacy, lobbying, and legal actions at the federal and state levels.
-
D.
American Enterprise Institute
The American Enterprise Institute is a conservative public policy think tank based in Washington, D.C., known for its influence on U.S. economic, foreign, and social policy debates.
-
E.
Committee for Economic Development
The Committee for Economic Development is a governmental body in Guernsey responsible for shaping and promoting the island’s economic policy, business growth, and commercial development.
- 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_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_69ffb5a5b0dc81909606d667c3bc0edf |
completed | May 9, 2026, 10:31 p.m. |
Created at: April 10, 2026, 4:52 a.m.