Triple

T16533253
Position Surface form Disambiguated ID Type / Status
Subject Maryland Vehicle Administration E401619 entity
Predicate alsoKnownAs P39 FINISHED
Object MD MVA
MD MVA is the commonly used abbreviation for the Maryland Motor Vehicle Administration, the state agency responsible for driver licensing, vehicle registration, and related motor vehicle services in Maryland.
E1217624 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: MD MVA | Statement: [Maryland Vehicle Administration, alsoKnownAs, MD MVA]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: MD MVA
Context triple: [Maryland Vehicle Administration, alsoKnownAs, MD MVA]
  • A. MD 3
    MD 3 is a primary state highway in Maryland that connects the Baltimore–Washington Parkway area to the U.S. Route 50/301 corridor near Bowie.
  • B. MDC
    MDC is the three-letter IATA airport code for Sam Ratulangi International Airport serving Manado in North Sulawesi, Indonesia.
  • C. MDC
    MDC is a Zimbabwean opposition political party known as the Movement for Democratic Change, which has played a major role in challenging the long-standing rule of ZANU–PF.
  • D. MD 4
    MD 4 is a major state highway in Maryland that connects the Washington, D.C. suburbs with Southern Maryland communities.
  • E. MD 210
    MD 210 is a major state highway in Maryland that runs from the Washington, D.C. area toward Indian Head, serving as a key commuter and commercial route in Prince George’s and Charles counties.
  • 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: MD MVA
Triple: [Maryland Vehicle Administration, alsoKnownAs, MD MVA]
Generated description
MD MVA is the commonly used abbreviation for the Maryland Motor Vehicle Administration, the state agency responsible for driver licensing, vehicle registration, and related motor vehicle services in Maryland.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: MD MVA
Target entity description: MD MVA is the commonly used abbreviation for the Maryland Motor Vehicle Administration, the state agency responsible for driver licensing, vehicle registration, and related motor vehicle services in Maryland.
  • A. MD 3
    MD 3 is a primary state highway in Maryland that connects the Baltimore–Washington Parkway area to the U.S. Route 50/301 corridor near Bowie.
  • B. MDC
    MDC is the three-letter IATA airport code for Sam Ratulangi International Airport serving Manado in North Sulawesi, Indonesia.
  • C. MDC
    MDC is a Zimbabwean opposition political party known as the Movement for Democratic Change, which has played a major role in challenging the long-standing rule of ZANU–PF.
  • D. MD 4
    MD 4 is a major state highway in Maryland that connects the Washington, D.C. suburbs with Southern Maryland communities.
  • E. MD 210
    MD 210 is a major state highway in Maryland that runs from the Washington, D.C. area toward Indian Head, serving as a key commuter and commercial route in Prince George’s and Charles counties.
  • 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.