Triple
T5340270
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Arthur Andersen |
E123927
|
entity |
| Predicate | involvedIn |
P149
|
FINISHED |
| Object | Enron scandal |
E22974
|
NE FINISHED |
How this triple was built (2 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 scandal | Statement: [Arthur Andersen, involvedIn, Enron scandal]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Enron scandal Context triple: [Arthur Andersen, involvedIn, Enron scandal]
-
A.
Enron accounting scandal
chosen
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.
-
B.
Enron
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.
-
C.
WorldCom accounting scandal
The WorldCom accounting scandal was a massive early-2000s corporate fraud case in which the telecommunications giant inflated its earnings by billions of dollars, becoming one of the largest accounting scandals in U.S. history and helping spur major reforms in financial regulation.
-
D.
Enron: The Smartest Guys in the Room
Enron: The Smartest Guys in the Room is a 2005 documentary film that investigates the rise and catastrophic collapse of the Enron Corporation and the corporate fraud behind it.
-
E.
Ploče Gate
Ploče Gate is one of the main historic entrances to Dubrovnik’s Old City, notable for its stone bridge, fortifications, and role as a key eastern access point to the walled town.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69bd85c9cff48190900d234a7569cd5d |
completed | March 20, 2026, 5:37 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bf291296d48190a33a1d1f45e925ab |
completed | March 21, 2026, 11:26 p.m. |
Created at: March 20, 2026, 2 p.m.