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.