Triple
T5340268
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Arthur Andersen |
E123927
|
entity |
| Predicate | audited |
P1394
|
FINISHED |
| Object | Enron |
E123926
|
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: Enron | Statement: [Arthur Andersen, audited, Enron]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Enron Context triple: [Arthur Andersen, audited, Enron]
-
A.
Enron
chosen
Enron was a major American energy company that became infamous for one of the largest corporate frauds and bankruptcies in history, leading to sweeping reforms in financial regulation and corporate governance.
-
B.
Enron accounting scandal
The Enron accounting scandal was a major corporate fraud case in the early 2000s involving widespread financial misrepresentation at energy company Enron, which led to its bankruptcy and spurred sweeping reforms in U.S. corporate governance and financial regulation.
-
C.
Lehman Brothers
Lehman Brothers was a major global investment bank whose 2008 bankruptcy became a central event in the global financial crisis.
-
D.
Bear Stearns
Bear Stearns was a major American investment bank and brokerage firm that collapsed during the 2008 financial crisis and was acquired by JPMorgan Chase.
-
E.
WorldCom, Inc.
WorldCom, Inc. was a major American telecommunications company that became infamous for one of the largest accounting fraud scandals in U.S. corporate history, leading to its bankruptcy and rebranding as MCI Inc.
- 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: audited Context triple: [Arthur Andersen, audited, Enron]
-
A.
reviewedBy
chosen
Indicates that an item, work, or action has been examined and evaluated by a specific agent or reviewer.
-
B.
attestedAs
Indicates that something is documented, recorded, or certified as having a particular status, form, or property.
-
C.
attestedBy
Indicates that the existence, occurrence, or validity of something is supported, confirmed, or documented by a specified source or authority.
-
D.
approvedAt
Indicates the date and time at which an entity received formal approval.
-
E.
committed
Indicates that an agent has carried out or been responsible for a specific act, event, or wrongdoing.
- 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_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. |
Created at: March 20, 2026, 2 p.m.