Triple

T18332796
Position Surface form Disambiguated ID Type / Status
Subject ARDOT E439187 entity
Predicate abbreviation P43 FINISHED
Object ARDOT
ARDOT is the commonly used acronym for the Arkansas Department of Transportation, the state agency responsible for planning, building, and maintaining Arkansas’s transportation infrastructure.
E439187 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: ARDOT | Statement: [ARDOT, abbreviation, ARDOT]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: ARDOT
Context triple: [ARDOT, abbreviation, ARDOT]
  • A. Drumond
    Drumond is a surname and variant spelling of Drummond, borne by various individuals and families, particularly in English- and Portuguese-speaking contexts.
  • B. Bibb
    Bibb is a surname of English origin borne by various notable individuals, including early American politician William Wyatt Bibb.
  • C. Dix
    Dix is the surname of Dorothea Dix, the 19th-century American social reformer known for her pioneering work in mental health care and prison reform.
  • D. Boustany
    Boustany is a surname of Lebanese origin notably associated with several prominent political and professional families, particularly in the United States and Lebanon.
  • E. Verdell
    Verdell is the small Brussels Griffon dog from the film "As Good as It Gets," known for softening the misanthropic character Melvin Udall.
  • 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: ARDOT
Triple: [ARDOT, abbreviation, ARDOT]
Generated description
ARDOT is the commonly used acronym for the Arkansas Department of Transportation, the state agency responsible for planning, building, and maintaining Arkansas’s transportation infrastructure.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: ARDOT
Target entity description: ARDOT is the commonly used acronym for the Arkansas Department of Transportation, the state agency responsible for planning, building, and maintaining Arkansas’s transportation infrastructure.
  • A. ARDOT chosen
    ARDOT is the state agency responsible for planning, building, and maintaining Arkansas’s highway and transportation infrastructure.
  • B. Drumond
    Drumond is a surname and variant spelling of Drummond, borne by various individuals and families, particularly in English- and Portuguese-speaking contexts.
  • C. Bibb
    Bibb is a surname of English origin borne by various notable individuals, including early American politician William Wyatt Bibb.
  • D. Dix
    Dix is the surname of Dorothea Dix, the 19th-century American social reformer known for her pioneering work in mental health care and prison reform.
  • E. Boustany
    Boustany is a surname of Lebanese origin notably associated with several prominent political and professional families, particularly in the United States and Lebanon.
  • F. None of above.

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_69d8b9175fec8190af865699b4e64d8c completed April 10, 2026, 8:47 a.m.
NER Named-entity recognition batch_69e50ecaf6f48190ae7547cc0f8e6efa completed April 19, 2026, 5:20 p.m.
NED1 Entity disambiguation (via context triple) batch_6a03c4d085748190bfd9a7e94f1344a5 completed May 13, 2026, 12:24 a.m.
NEDg Description generation batch_6a03c570ed348190a7e19eed29b06909 completed May 13, 2026, 12:27 a.m.
NED2 Entity disambiguation (via description) batch_6a03c5ec00a88190a93c3be5dd3bc6ee completed May 13, 2026, 12:29 a.m.
Created at: April 10, 2026, 10:36 a.m.