Triple

T16533355
Position Surface form Disambiguated ID Type / Status
Subject Maryland driver’s license E401621 entity
Predicate hasCategory P87 FINISHED
Object Class A commercial license
A Class A commercial license is a type of U.S. commercial driver’s license that authorizes the holder to operate large combination vehicles, such as tractor-trailers, with a high gross vehicle weight rating.
E1217630 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: Class A commercial license | Statement: [Maryland driver’s license, hasCategory, Class A commercial license]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Class A commercial license
Context triple: [Maryland driver’s license, hasCategory, Class A commercial license]
  • A. UIL Class A
    UIL Class A is the smallest enrollment classification in the Texas University Interscholastic League, grouping the state’s smallest schools for academic, athletic, and extracurricular competitions.
  • B. Class A
    Class A is the original, high-priced share class of Berkshire Hathaway, known for its extremely high per-share price and long-term, value-investing shareholder base.
  • C. Class A
    Class A is a lower-tier level of Minor League Baseball where developing professional players typically begin their full-season careers.
  • D. Class A
    Class A is the smaller-school competitive division in Minnesota high school boys' ice hockey, featuring teams from less populous programs across the state.
  • E. CDL
    CDL is the official abbreviation for the Call of Duty League, a professional esports league featuring competitive play in the Call of Duty video game franchise.
  • 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: Class A commercial license
Triple: [Maryland driver’s license, hasCategory, Class A commercial license]
Generated description
A Class A commercial license is a type of U.S. commercial driver’s license that authorizes the holder to operate large combination vehicles, such as tractor-trailers, with a high gross vehicle weight rating.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Class A commercial license
Target entity description: A Class A commercial license is a type of U.S. commercial driver’s license that authorizes the holder to operate large combination vehicles, such as tractor-trailers, with a high gross vehicle weight rating.
  • A. UIL Class A
    UIL Class A is the smallest enrollment classification in the Texas University Interscholastic League, grouping the state’s smallest schools for academic, athletic, and extracurricular competitions.
  • B. Class A
    Class A is the original, high-priced share class of Berkshire Hathaway, known for its extremely high per-share price and long-term, value-investing shareholder base.
  • C. Class A
    Class A is a lower-tier level of Minor League Baseball where developing professional players typically begin their full-season careers.
  • D. Class A
    Class A is the smaller-school competitive division in Minnesota high school boys' ice hockey, featuring teams from less populous programs across the state.
  • E. CDL
    CDL is the official abbreviation for the Call of Duty League, a professional esports league featuring competitive play in the Call of Duty video game franchise.
  • 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_69d883838abc8190bc79cb2d41733ce2 completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e32ed97b0881909de106418aca8180 completed April 18, 2026, 7:12 a.m.
NED1 Entity disambiguation (via context triple) batch_6a006093244081909ae74674de966d6d completed May 10, 2026, 10:40 a.m.
NEDg Description generation batch_6a00615d3edc81909f0eb3e6210d00ee completed May 10, 2026, 10:43 a.m.
NED2 Entity disambiguation (via description) batch_6a0062128a388190beb52fa173ed7826 completed May 10, 2026, 10:46 a.m.
Created at: April 10, 2026, 5:15 a.m.