Triple

T25788725
Position Surface form Disambiguated ID Type / Status
Subject Bus Users UK E649490 entity
Predicate complaintsRole P91596 FINISHED
Object handles unresolved complaints between passengers and operators LITERAL FINISHED

How this triple was built (2 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: handles unresolved complaints between passengers and operators | Statement: [Bus Users UK, complaintsRole, handles unresolved complaints between passengers and operators]
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: complaintsRole
Context triple: [Bus Users UK, complaintsRole, handles unresolved complaints between passengers and operators]
  • A. complainsAbout
    Indicates that one entity expresses dissatisfaction, criticism, or grievances regarding another entity or situation.
  • B. complainedTo
    Indicates that one entity expressed dissatisfaction, criticism, or a grievance directly to another entity.
  • C. complaintsProcedure
    Indicates the formal process or mechanism through which complaints are submitted, handled, and resolved.
  • D. roleInAddressing
    Indicates the specific function or responsibility an entity has in dealing with or responding to a particular issue, situation, or task.
  • E. handlesComplaintsOn chosen
    Indicates that one entity is responsible for receiving, managing, or resolving complaints related to another entity.
  • F. None of above.

Provenance (3 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_69e7ab33e9308190afe415dc6f9e8876 completed April 21, 2026, 4:52 p.m.
NER Named-entity recognition batch_69f621fcea1481909b6f8b3af1ee6820 completed May 2, 2026, 4:10 p.m.
PD Predicate disambiguation batch_69f620dc38088190b56b2b15ed75b3c2 completed May 2, 2026, 4:05 p.m.
Created at: April 22, 2026, 5:57 a.m.