Triple
T15910322
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kaplan, Inc. |
E385830
|
entity |
| Predicate | offersPreparationForExam |
P49795
|
FINISHED |
| Object |
USMLE
The USMLE (United States Medical Licensing Examination) is a multi-step standardized exam that assesses a physician's ability to apply medical knowledge and skills for medical licensure in the United States.
|
E1183767
|
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: USMLE | Statement: [Kaplan, Inc., offersPreparationForExam, USMLE]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: USMLE Context triple: [Kaplan, Inc., offersPreparationForExam, USMLE]
-
A.
Medical College Admission Test
The Medical College Admission Test (MCAT) is a standardized, multiple-choice exam used by medical schools in the United States and Canada to assess applicants’ knowledge of natural, behavioral, and social sciences as well as critical analysis and reasoning skills.
-
B.
USOAS
USOAS is the official U.S. diplomatic mission that represents the United States within the Organization of American States, engaging on regional political, economic, and security issues in the Americas.
-
C.
MRCE
MRCE (Mitsui Rail Capital Europe) is a European rolling stock leasing company that provides and manages locomotive fleets, including Siemens Vectron units, for rail operators across Europe.
-
D.
NEET-PG
NEET-PG is a national-level entrance examination in India for admission to postgraduate medical degree programs such as MD, MS, and PG Diploma courses.
-
E.
MRCS
MRCS is a postgraduate surgical qualification that serves as a key milestone for doctors training to become surgeons in the United Kingdom and some other countries.
- 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: USMLE Triple: [Kaplan, Inc., offersPreparationForExam, USMLE]
Generated description
The USMLE (United States Medical Licensing Examination) is a multi-step standardized exam that assesses a physician's ability to apply medical knowledge and skills for medical licensure in the United States.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: USMLE Target entity description: The USMLE (United States Medical Licensing Examination) is a multi-step standardized exam that assesses a physician's ability to apply medical knowledge and skills for medical licensure in the United States.
-
A.
Medical College Admission Test
The Medical College Admission Test (MCAT) is a standardized, multiple-choice exam used by medical schools in the United States and Canada to assess applicants’ knowledge of natural, behavioral, and social sciences as well as critical analysis and reasoning skills.
-
B.
USOAS
USOAS is the official U.S. diplomatic mission that represents the United States within the Organization of American States, engaging on regional political, economic, and security issues in the Americas.
-
C.
MRCE
MRCE (Mitsui Rail Capital Europe) is a European rolling stock leasing company that provides and manages locomotive fleets, including Siemens Vectron units, for rail operators across Europe.
-
D.
NEET-PG
NEET-PG is a national-level entrance examination in India for admission to postgraduate medical degree programs such as MD, MS, and PG Diploma courses.
-
E.
MRCS
MRCS is a postgraduate surgical qualification that serves as a key milestone for doctors training to become surgeons in the United Kingdom and some other countries.
- 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_69d86da686e4819097cbf3b1fc2d881d |
completed | April 10, 2026, 3:25 a.m. |
| NER | Named-entity recognition | batch_69e1828cd83c8190a3e15cccc8342c1f |
completed | April 17, 2026, 12:45 a.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.