Triple

T27682550
Position Surface form Disambiguated ID Type / Status
Subject Lloydminster E697944 entity
Predicate provincialRepresentationSaskatchewan P27096 FINISHED
Object Lloydminster constituency
Lloydminster constituency is a provincial electoral district in Saskatchewan, Canada, represented in the Legislative Assembly and centered on the border city of Lloydminster and its surrounding area.
 E1783703 NE FINISHED

How this triple was built (3 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: Lloydminster constituency | Statement: [Lloydminster, provincialRepresentationSaskatchewan, Lloydminster constituency]
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: Lloydminster constituency
Triple: [Lloydminster, provincialRepresentationSaskatchewan, Lloydminster constituency]
Generated description
Lloydminster constituency is a provincial electoral district in Saskatchewan, Canada, represented in the Legislative Assembly and centered on the border city of Lloydminster and its surrounding area.
PD Predicate disambiguation gpt-5-mini-2025-08-07 
Target predicate: provincialRepresentationSaskatchewan
Context triple: [Lloydminster, provincialRepresentationSaskatchewan, Lloydminster constituency]
  • A. representedInProvincialLegislatureBy chosen
    Indicates that a geographic or political area is politically represented by a specific member or body in a provincial legislature.
  • B. representedInCanadaBy
    Indicates that one entity serves as the official representative or agent of another entity specifically within the jurisdiction of Canada.
  • C. servedAsMLAFrom
    Indicates that a person held the position of Member of the Legislative Assembly (MLA) representing a specific constituency during a specified time period.
  • D. seatOfAssembly
    Indicates that a location serves as the official meeting place or headquarters of a legislative or deliberative assembly.
  • E. legislativeAssemblySeats
    Indicates the number of seats an entity holds or is allocated in a legislative assembly.
  • F. None of above.

Provenance (6 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_69ef590df8708190af5488f0638e790c completed April 27, 2026, 12:39 p.m.
NER Named-entity recognition batch_69f7516d5b4081908588a6feb541f355 completed May 3, 2026, 1:45 p.m.
NED1 Entity disambiguation (via context triple) batch_6a12daadb7e48190a6f75b1f7ea098ec completed May 24, 2026, 11:02 a.m.
NEDg Description generation batch_6a12db5e1bc881909f5c88262c8fea15 completed May 24, 2026, 11:05 a.m.
NED2 Entity disambiguation (via description) batch_6a12dc453c5c819094d51c46c94b5905 completed May 24, 2026, 11:08 a.m.
PD Predicate disambiguation batch_69f74d40ebb081909daf60623e38f41d completed May 3, 2026, 1:27 p.m.
Created at: April 27, 2026, 2:47 p.m.