Triple
T5731523
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | WorldCom accounting scandal |
E126393
|
entity |
| Predicate | auditor |
P38361
|
FINISHED |
| Object | Arthur Andersen |
E123927
|
NE FINISHED |
Named-entity recognition
Before disambiguation, gpt-5-mini classified whether the object phrase is a named entity — the step behind the object's NE type shown above.
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: [WorldCom accounting scandal, auditor, Arthur Andersen]
Disambiguation candidates (2 decisions)
The exact options the model was shown at each disambiguation step, with the option it chose highlighted — the evidence behind this triple's disambiguated ids.
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Arthur Andersen Context triple: [WorldCom accounting scandal, auditor, 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.
Ken Howard
Ken Howard was an American actor best known for his roles in film, television, and theater, including his portrayal of Thomas Jefferson in the musical film "1776."
- 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: auditor Context triple: [WorldCom accounting scandal, auditor, Arthur Andersen]
-
A.
hasAuditor
chosen
Indicates that an entity is formally examined, reviewed, or verified by a designated auditor.
-
B.
assessedBy
Indicates that an entity has been evaluated, examined, or judged by another entity (typically an agent or authority).
-
C.
moderator
Indicates that one entity serves as a moderator for another entity, overseeing, managing, or facilitating its activities, interactions, or content.
-
D.
numberOfAuditoria
Indicates the total count of auditoria associated with or contained within a given entity.
-
E.
accuserIn
Indicates that one entity is the party who brings a charge or accusation against another entity within a specific context or case.
- F. None of above.
Provenance (4 batches)
| Stage | Batch ID | Job type | Status |
|---|---|---|---|
| creating | batch_69c0083082288190b7478cead6b5430a |
elicitation | completed |
| NER | batch_69c029014588819094a2a0f6f9b66bab |
ner | completed |
| NED1 | batch_69c05a906e008190bd2b9a3481733f14 |
ned_source_triple | completed |
| PD | batch_69c021c6488881909bed4a4534d57f70 |
pd | completed |
Created at: March 22, 2026, 3:47 p.m.