Triple

T8534206
Position Surface form Disambiguated ID Type / Status
Subject Rachel Johnson E202033 entity
Predicate hasGivenCommentaryOn P21592 FINISHED
Object Brexit E5225 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: Brexit | Statement: [Rachel Johnson, hasGivenCommentaryOn, Brexit]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Brexit
Context triple: [Rachel Johnson, hasGivenCommentaryOn, Brexit]
  • A. Brexit chosen
    Brexit is the process by which the United Kingdom withdrew from the European Union, reshaping its political and economic relationship with Europe.
  • B. 2016 United Kingdom European Union membership referendum
    The 2016 United Kingdom European Union membership referendum was a nationwide vote in which UK citizens decided to leave the EU, triggering the political process known as Brexit.
  • C. Scottish independence
    Scottish independence is the political movement and goal for Scotland to become a sovereign state separate from the United Kingdom.
  • D. Leave.EU
    Leave.EU was a prominent British political campaign group that advocated for the United Kingdom’s withdrawal from the European Union during the 2016 EU referendum.
  • E. Brexit: The Uncivil War
    Brexit: The Uncivil War is a 2019 British television drama film that explores the behind-the-scenes political strategizing and data-driven campaigning surrounding the 2016 UK Brexit referendum.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
PD Predicate disambiguation gpt-5-mini-2025-08-07 
Target predicate: hasGivenCommentaryOn
Context triple: [Rachel Johnson, hasGivenCommentaryOn, Brexit]
  • A. hasCommentaryOn
    Indicates that one entity provides commentary, explanation, or evaluative remarks about another entity.
  • B. commentatedFor
    Indicates that one entity provided live or recorded commentary or analysis for an event, performance, or broadcast on behalf of another entity (such as an organization, channel, or client).
  • C. typeOfCommentary
    Indicates that one piece of commentary is a specific kind or subtype of another, more general category of commentary.
  • D. commentaryOn chosen
    Indicates that one entity provides evaluative or explanatory remarks about another entity, such as a work, event, or statement.
  • E. usesCommentaryTeamsOf
    Indicates that one entity employs or relies on the commentary teams associated with another entity for coverage or presentation.
  • F. None of above.

Provenance (4 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_69ca832355b08190b8b6a4ab4a4a3554 completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cbe6a0ccd4819097b41d0dfb1c5018 completed March 31, 2026, 3:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69cef318417881908619e137f22c6b74 completed April 2, 2026, 10:52 p.m.
PD Predicate disambiguation batch_69cbd111bf988190be98c92a607c6456 completed March 31, 2026, 1:50 p.m.
Created at: March 30, 2026, 6:17 p.m.