Triple

T27077881
Position Surface form Disambiguated ID Type / Status
Subject D.O. E685511 entity
Predicate requiresLicensingExams P9144 FINISHED
Object COMLEX-USA
COMLEX-USA is a comprehensive series of national board examinations that assess the medical knowledge and clinical skills of osteopathic physicians in the United States for licensure.
 E1753826 NE FINISHED

How this triple was built (3 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: COMLEX-USA | Statement: [D.O., requiresLicensingExams, COMLEX-USA]
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: COMLEX-USA
Triple: [D.O., requiresLicensingExams, COMLEX-USA]
Generated description
COMLEX-USA is a comprehensive series of national board examinations that assess the medical knowledge and clinical skills of osteopathic physicians in the United States for licensure.
PD Predicate disambiguation gpt-5-mini-2025-08-07 
Target predicate: requiresLicensingExams
Context triple: [D.O., requiresLicensingExams, COMLEX-USA]
  • A. requiresCertification
    Indicates that one entity can only be performed, accessed, or considered valid if another entity has an appropriate certification.
  • B. writtenExamRequiredBefore
    Indicates that completing a written exam is a prerequisite that must occur before another specified action or event.
  • C. requiresLicenseForPractice chosen
    Indicates that engaging in the specified professional practice is legally contingent upon holding a valid license.
  • D. requiresQualificationStandard
    Indicates that performing or engaging in the referenced activity, role, or process is contingent upon meeting a specified qualification standard.
  • E. requiresPractice
    Indicates that performing or mastering one entity depends on engaging in repeated practice or training involving another entity.
  • F. None of above.

Provenance (6 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_69ef14843b1481909d828b3d5a44550a completed April 27, 2026, 7:47 a.m.
NER Named-entity recognition batch_69f7b2f3a104819098ddd8909eaf596c completed May 3, 2026, 8:41 p.m.
NED1 Entity disambiguation (via context triple) batch_6a123ade1d588190bcc5c6a2af556ef9 completed May 23, 2026, 11:40 p.m.
NEDg Description generation batch_6a123baa5c608190908cb92bee2e9cb2 completed May 23, 2026, 11:43 p.m.
NED2 Entity disambiguation (via description) batch_6a123c6a4e4481908d79c547106ba5f0 completed May 23, 2026, 11:46 p.m.
PD Predicate disambiguation batch_69f7b1b8a9fc8190a1279e67a2d12707 completed May 3, 2026, 8:36 p.m.
Created at: April 27, 2026, 8:32 a.m.