Triple

T5340229
Position Surface form Disambiguated ID Type / Status
Subject Enron E123926 entity
Predicate usedAccountingFirm P63089 FINISHED
Object Arthur Andersen E123927 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: Arthur Andersen | Statement: [Enron, usedAccountingFirm, Arthur Andersen]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Arthur Andersen
Context triple: [Enron, usedAccountingFirm, Arthur Andersen]
  • A. Arthur Andersen chosen
    Arthur Andersen was a major global accounting firm whose reputation and operations collapsed after its central role in the Enron accounting scandal.
  • B. Arthur Anderson
    Arthur Anderson was an American actor and voice actor best known for his long-running work in radio and animation, including voicing the character Eustace Bagge in "Courage the Cowardly Dog."
  • C. O. J. Berman
    O. J. Berman is a theatrical Hollywood agent character in Truman Capote’s *Breakfast at Tiffany’s*, known for his brash manner and for having tried to turn Holly Golightly into a movie star.
  • D. Berle Adams
    Berle Adams was an American music industry executive and talent agent best known for his influential role in shaping mid-20th-century popular music and record labels.
  • E. E. F. Hutton
    E. F. Hutton was a prominent American financier and founder of the influential brokerage firm E.F. Hutton & Co., known for its major role on Wall Street in the mid-20th century.
  • 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: usedAccountingFirm
Context triple: [Enron, usedAccountingFirm, Arthur Andersen]
  • A. usedAsAccountingUnitAfterReform
    Indicates that something served as an accounting unit following a specified reform.
  • B. usedAt
    Indicates that something is employed, applied, or utilized at a particular place, time, or context.
  • C. usedByAgency
    Indicates that something (such as a resource, tool, or service) is utilized or employed by an agency.
  • D. usedInOrganization
    Indicates that something (such as a tool, method, or resource) is employed or applied within a particular organization.
  • E. usedOfficeFor
    Indicates that an entity made use of a particular office or office space for some purpose or activity.
  • 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_69bd464b07f8819095aa76577c9829e4 completed March 20, 2026, 1:06 p.m.
NER Named-entity recognition batch_69bd85e86edc81908d87933db6489f91 completed March 20, 2026, 5:37 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf18c8db388190a31f55854e7370fc completed March 21, 2026, 10:16 p.m.
PD Predicate disambiguation batch_69bd845a62b081909782863865b257a9 completed March 20, 2026, 5:31 p.m.
PDg Predicate description generation batch_69bd85e69e808190b29548670fd2900a completed March 20, 2026, 5:37 p.m.
Created at: March 20, 2026, 2 p.m.