Triple

T19384558
Position Surface form Disambiguated ID Type / Status
Subject Berkeley Group E484898 entity
Predicate tickerSymbol P1447 FINISHED
Object BKG — NE NERFINISHED

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: BKG | Statement: [Berkeley Group, tickerSymbol, BKG]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: BKG
Context triple: [Berkeley Group, tickerSymbol, BKG]
  • A. BKW
    BKW is the IATA airport code for Raleigh County Memorial Airport serving Beckley, West Virginia.
  • B. BKR
    BKR was the abbreviated name of the People's Security Agency, an early post-World War II Indonesian security and defense organization.
  • C. BKR
    BKR is the postal code prefix used for addresses in the town of Birkirkara in Malta.
  • D. BKR
    BKR is the station code for Beckenham Road tram stop on the Tramlink network in south London, England.
  • E. BKR
    BKR is the stock ticker symbol for Baker Hughes, a major global energy technology and oilfield services company.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: BKG
Target entity description: BKG is the stock ticker symbol for Berkeley Group, a major UK-based residential property developer known for building large-scale urban regeneration projects.
  • A. BKW
    BKW is the IATA airport code for Raleigh County Memorial Airport serving Beckley, West Virginia.
  • B. BKR
    BKR was the abbreviated name of the People's Security Agency, an early post-World War II Indonesian security and defense organization.
  • C. BKR
    BKR is the postal code prefix used for addresses in the town of Birkirkara in Malta.
  • D. BKR
    BKR is the station code for Beckenham Road tram stop on the Tramlink network in south London, England.
  • E. BKR
    BKR is the stock ticker symbol for Baker Hughes, a major global energy technology and oilfield services company.
  • F. None of above. chosen

Provenance (2 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_69d8e8d460d88190abf0591c5c9d2b0c completed April 10, 2026, 12:11 p.m.
NER Named-entity recognition batch_69e61b3ffa548190a060d6e94562a5d2 completed April 20, 2026, 12:25 p.m.
Created at: April 10, 2026, 1:35 p.m.