Triple

T23010045
Position Surface form Disambiguated ID Type / Status
Subject Toronto Police Service E572881 entity
Predicate hasSpecialUnit P1198 FINISHED
Object Marine Unit
The Marine Unit is a specialized division of the Toronto Police Service responsible for law enforcement, search and rescue, and safety operations on the city's waterways.
E1566741 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: Marine Unit | Statement: [Toronto Police Service, hasSpecialUnit, Marine Unit]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Marine Unit
Context triple: [Toronto Police Service, hasSpecialUnit, Marine Unit]
  • A. Marine Unit
    The Marine Unit is a specialized division of the Philadelphia Police Department responsible for law enforcement, search and rescue, and safety operations on the city's waterways.
  • B. Marine Unit
    The Marine Unit is a specialized division of the Bermuda Police Service responsible for law enforcement, search and rescue, and maritime safety within Bermuda’s territorial waters.
  • C. Marine Unit
    The Marine Unit is a specialized division of the Tampa Police Department responsible for law enforcement, safety, and rescue operations on the city’s waterways.
  • D. Marine Unit
    The Marine Unit is a specialized policing division responsible for law enforcement, search and rescue, and safety operations on waterways within York Region.
  • E. Marine Unit
    The Marine Unit is a specialized policing team that operates on and around waterways, using boats and other marine equipment to conduct patrols, search and rescue, and law enforcement operations.
  • 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: Marine Unit
Triple: [Toronto Police Service, hasSpecialUnit, Marine Unit]
Generated description
The Marine Unit is a specialized division of the Toronto Police Service responsible for law enforcement, search and rescue, and safety operations on the city's waterways.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Marine Unit
Target entity description: The Marine Unit is a specialized division of the Toronto Police Service responsible for law enforcement, search and rescue, and safety operations on the city's waterways.
  • A. Marine Unit
    The Marine Unit is a specialized policing division responsible for law enforcement, search and rescue, and safety operations on waterways within York Region.
  • B. Marine Unit
    The Marine Unit is a specialized division of the Tampa Police Department responsible for law enforcement, safety, and rescue operations on the city’s waterways.
  • C. Marine Unit
    The Marine Unit is a specialized division of the Philadelphia Police Department responsible for law enforcement, search and rescue, and safety operations on the city's waterways.
  • D. Marine Unit
    The Marine Unit is a specialized policing team that operates on and around waterways, using boats and other marine equipment to conduct patrols, search and rescue, and law enforcement operations.
  • E. Marine Unit
    The Marine Unit is a specialized division of the Massachusetts State Police responsible for law enforcement, search and rescue, and safety operations on the state's coastal and inland waterways.
  • 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_69e245b764cc8190a51be76f1d9611e1 completed April 17, 2026, 2:37 p.m.
NER Named-entity recognition batch_69f18359f5548190b15a139eb09e30a0 completed April 29, 2026, 4:04 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0bf2a4a994819080e3aec3bc83d30f completed May 19, 2026, 5:18 a.m.
NEDg Description generation batch_6a0bfa853e448190ad7525deb3d181a7 completed May 19, 2026, 5:52 a.m.
NED2 Entity disambiguation (via description) batch_6a0bfd3776008190a7f17a0107fb4e58 completed May 19, 2026, 6:03 a.m.
Created at: April 17, 2026, 3:51 p.m.