Triple

T2130676
Position Surface form Disambiguated ID Type / Status
Subject Kentucky Transportation Cabinet E46530 entity
Predicate hasDivision P35 FINISHED
Object Division of Construction
The Division of Construction is a unit within the Kentucky Transportation Cabinet responsible for overseeing and managing highway and transportation infrastructure construction projects across the state.
E237427 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: Division of Construction | Statement: [Kentucky Transportation Cabinet, hasDivision, Division of Construction]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Division of Construction
Context triple: [Kentucky Transportation Cabinet, hasDivision, Division of Construction]
  • A. Directorate of Construction
    The Directorate of Construction is the division of the U.S. Occupational Safety and Health Administration responsible for developing and enforcing safety and health standards in the construction industry.
  • B. División de Ingeniería
    La División de Ingeniería es una gran unidad especializada del Ejército de Chile encargada de las operaciones de ingeniería militar, incluyendo construcción, fortificación, apoyo a la movilidad y tareas de apoyo en emergencias.
  • C. Materials Division
    The Materials Division is a technical unit of the American Society of Mechanical Engineers that focuses on advancing the science, engineering, and application of materials in mechanical systems.
  • D. Works Progress Administration
    The Works Progress Administration was a New Deal agency that provided millions of jobs during the Great Depression by funding public works and arts projects across the United States.
  • E. Under Construction
    "Under Construction" is a critically acclaimed 2002 hip-hop album by Missy Elliott known for its innovative production, nostalgic nods to old-school rap, and hit singles like "Work It."
  • 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: Division of Construction
Triple: [Kentucky Transportation Cabinet, hasDivision, Division of Construction]
Generated description
The Division of Construction is a unit within the Kentucky Transportation Cabinet responsible for overseeing and managing highway and transportation infrastructure construction projects across the state.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Division of Construction
Target entity description: The Division of Construction is a unit within the Kentucky Transportation Cabinet responsible for overseeing and managing highway and transportation infrastructure construction projects across the state.
  • A. Directorate of Construction
    The Directorate of Construction is the division of the U.S. Occupational Safety and Health Administration responsible for developing and enforcing safety and health standards in the construction industry.
  • B. División de Ingeniería
    La División de Ingeniería es una gran unidad especializada del Ejército de Chile encargada de las operaciones de ingeniería militar, incluyendo construcción, fortificación, apoyo a la movilidad y tareas de apoyo en emergencias.
  • C. Materials Division
    The Materials Division is a technical unit of the American Society of Mechanical Engineers that focuses on advancing the science, engineering, and application of materials in mechanical systems.
  • D. Works Progress Administration
    The Works Progress Administration was a New Deal agency that provided millions of jobs during the Great Depression by funding public works and arts projects across the United States.
  • E. Under Construction
    "Under Construction" is a critically acclaimed 2002 hip-hop album by Missy Elliott known for its innovative production, nostalgic nods to old-school rap, and hit singles like "Work It."
  • 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_69a88a1626548190ae59a5028c3baa8e completed March 4, 2026, 7:37 p.m.
NER Named-entity recognition batch_69abbb79f21881909ad8d1a09c1f29fd completed March 7, 2026, 5:45 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae51a5d95881909b4b77c14f565e21 completed March 9, 2026, 4:50 a.m.
NEDg Description generation batch_69ae523cdebc819088b94e67b5311527 completed March 9, 2026, 4:53 a.m.
NED2 Entity disambiguation (via description) batch_69ae52c56c5c8190bbdd2af3dde63374 completed March 9, 2026, 4:55 a.m.
Created at: March 4, 2026, 7:44 p.m.