Triple
T8498906
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kurt Eichenwald |
E201165
|
entity |
| Predicate | hasWrittenAbout |
P14097
|
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: [Kurt Eichenwald, hasWrittenAbout, Enron scandal]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Enron scandal Context triple: [Kurt Eichenwald, hasWrittenAbout, 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 executive team
The Enron executive team was the group of top corporate leaders at the now-defunct energy company Enron, widely known for orchestrating one of the largest accounting frauds in U.S. history.
-
E.
Credit Mobilier scandal
The Credit Mobilier scandal was a major 1870s political corruption affair involving fraudulent railroad construction contracts and widespread bribery of U.S. congressmen and officials.
- 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_69ca831ee390819095fae73400bbfafc |
completed | March 30, 2026, 2:05 p.m. |
| NER | Named-entity recognition | batch_69cbe5984d7481908c41c57bef9cf254 |
completed | March 31, 2026, 3:17 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ce4e0aa7788190abd7bb259966bc44 |
completed | April 2, 2026, 11:07 a.m. |
Created at: March 30, 2026, 6:14 p.m.