Triple
T1064288
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Enron accounting scandal |
E22974
|
entity |
| Predicate | keyPerson |
P256
|
FINISHED |
| Object |
Kenneth Lay
Kenneth Lay was the longtime chairman and CEO of Enron, widely known for his central role in the massive Enron corporate fraud and accounting scandal of the early 2000s.
|
E123928
|
NE FINISHED |
How this triple was built (4 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: Kenneth Lay | Statement: [Enron accounting scandal, keyPerson, Kenneth Lay]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kenneth Lay Context triple: [Enron accounting scandal, keyPerson, Kenneth Lay]
-
A.
Charles F. Dolan
Charles F. Dolan is an American cable television pioneer and media executive best known as the founder of HBO and Cablevision.
-
B.
Carl Icahn
Carl Icahn is an American billionaire investor and corporate raider known for his aggressive activist investing strategies and significant influence on Wall Street.
-
C.
Jack Murdock
Jack Murdock was an American entrepreneur and electronics pioneer best known as a co-founder of the test and measurement equipment company Tektronix.
-
D.
Philip Anschutz
Philip Anschutz is an American billionaire businessman and philanthropist known for his extensive investments in energy, railroads, real estate, and sports and entertainment ventures, including ownership stakes in major professional teams and venues.
-
E.
Ross Perot Jr.
Ross Perot Jr. is an American businessman and real estate developer, known for leading major commercial projects in Texas and for being the son of former presidential candidate Ross Perot.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Kenneth Lay Triple: [Enron accounting scandal, keyPerson, Kenneth Lay]
Generated description
Kenneth Lay was the longtime chairman and CEO of Enron, widely known for his central role in the massive Enron corporate fraud and accounting scandal of the early 2000s.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Kenneth Lay Target entity description: Kenneth Lay was the longtime chairman and CEO of Enron, widely known for his central role in the massive Enron corporate fraud and accounting scandal of the early 2000s.
-
A.
Charles F. Dolan
Charles F. Dolan is an American cable television pioneer and media executive best known as the founder of HBO and Cablevision.
-
B.
Carl Icahn
Carl Icahn is an American billionaire investor and corporate raider known for his aggressive activist investing strategies and significant influence on Wall Street.
-
C.
Jack Murdock
Jack Murdock was an American entrepreneur and electronics pioneer best known as a co-founder of the test and measurement equipment company Tektronix.
-
D.
Philip Anschutz
Philip Anschutz is an American billionaire businessman and philanthropist known for his extensive investments in energy, railroads, real estate, and sports and entertainment ventures, including ownership stakes in major professional teams and venues.
-
E.
Ross Perot Jr.
Ross Perot Jr. is an American businessman and real estate developer, known for leading major commercial projects in Texas and for being the son of former presidential candidate Ross Perot.
- 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_69a493dada0481909c43649f9843ea91 |
completed | March 1, 2026, 7:30 p.m. |
| NER | Named-entity recognition | batch_69a4b8f85cc08190ae03ac6c84936cc5 |
completed | March 1, 2026, 10:08 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ac42a14b548190a796e49c545c9a9e |
completed | March 7, 2026, 3:22 p.m. |
| NEDg | Description generation | batch_69ac4311f7f08190ae86aacb7f2103d7 |
completed | March 7, 2026, 3:24 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ac43891ed88190a5b8b51341e98929 |
completed | March 7, 2026, 3:26 p.m. |
Created at: March 1, 2026, 7:42 p.m.