Triple

T13458565
Position Surface form Disambiguated ID Type / Status
Subject Miami-Dade County Department of Transportation and Public Works E311298 entity
Predicate shortName P43 FINISHED
Object DTPW
DTPW is the public agency responsible for managing and operating Miami-Dade County’s transportation and public works systems.
 E1041307 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: DTPW | Statement: [Miami-Dade County Department of Transportation and Public Works, shortName, DTPW]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: DTPW
Context triple: [Miami-Dade County Department of Transportation and Public Works, shortName, DTPW]
  • A. DTP
    DTP is an American hip hop record label founded by rapper Ludacris and his manager Chaka Zulu, known for releasing Southern rap and mainstream hip hop music.
  • B. DTPM
    DTPM is the Chilean public agency responsible for planning, regulating, and overseeing Santiago’s metropolitan public transport system.
  • C. PWT
    PWT is the time zone abbreviation for the standard time observed in the Republic of Palau, which is nine hours ahead of Coordinated Universal Time (UTC+9).
  • D. DTK
    DTK is Apple’s Intel-based Developer Transition Kit Mac mini-style prototype used to help developers prepare their apps for the company’s transition to Apple Silicon.
  • E. DTCL
    DTCL is the Office of Defense Trade Controls Licensing within the U.S. Department of State that reviews and authorizes exports of defense articles and services under the International Traffic in Arms Regulations (ITAR).
  • 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: DTPW
Triple: [Miami-Dade County Department of Transportation and Public Works, shortName, DTPW]
Generated description
DTPW is the public agency responsible for managing and operating Miami-Dade County’s transportation and public works systems.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: DTPW
Target entity description: DTPW is the public agency responsible for managing and operating Miami-Dade County’s transportation and public works systems.
  • A. DTP
    DTP is an American hip hop record label founded by rapper Ludacris and his manager Chaka Zulu, known for releasing Southern rap and mainstream hip hop music.
  • B. DTPM
    DTPM is the Chilean public agency responsible for planning, regulating, and overseeing Santiago’s metropolitan public transport system.
  • C. PWT
    PWT is the time zone abbreviation for the standard time observed in the Republic of Palau, which is nine hours ahead of Coordinated Universal Time (UTC+9).
  • D. DTK
    DTK is Apple’s Intel-based Developer Transition Kit Mac mini-style prototype used to help developers prepare their apps for the company’s transition to Apple Silicon.
  • E. DTCL
    DTCL is the Office of Defense Trade Controls Licensing within the U.S. Department of State that reviews and authorizes exports of defense articles and services under the International Traffic in Arms Regulations (ITAR).
  • 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_69d806a938b8819097ec43a2229fc7f9 completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69dbaf0c177081909178dec61b09c278 completed April 12, 2026, 2:41 p.m.
NED1 Entity disambiguation (via context triple) batch_69f739a001d08190ae5664c6670540e7 completed May 3, 2026, 12:03 p.m.
NEDg Description generation batch_69f73b3074bc819081e30b082857c33e completed May 3, 2026, 12:10 p.m.
NED2 Entity disambiguation (via description) batch_69f73ee5839881908ce75c57f1942b57 completed May 3, 2026, 12:26 p.m.
Created at: April 9, 2026, 9:41 p.m.