Triple
T1064284
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Enron accounting scandal |
E22974
|
entity |
| Predicate | involves |
P1256
|
FINISHED |
| Object |
Arthur Andersen
Arthur Andersen was a major global accounting firm whose reputation and operations collapsed after its central role in the Enron accounting scandal.
|
E123927
|
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: Arthur Andersen | Statement: [Enron accounting scandal, involves, Arthur Andersen]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Arthur Andersen Context triple: [Enron accounting scandal, involves, Arthur Andersen]
-
A.
Allan Hoover
Allan Hoover was an American businessman and philanthropist best known as the son of U.S. President Herbert Hoover and for his work preserving his father's legacy.
-
B.
John W. Nordstrom
John W. Nordstrom was a Swedish-American businessman and co-founder of the Nordstrom department store chain in the United States.
-
C.
Merritt Paulson
Merritt Paulson is an American sports executive best known for owning and leading Portland’s professional soccer clubs, including the Portland Timbers of Major League Soccer and the Portland Thorns FC of the National Women's Soccer League.
-
D.
John Jacobs
John Jacobs is a film and television producer known for developing and overseeing a variety of Hollywood projects.
-
E.
Jerry Baldwin
Jerry Baldwin is an American entrepreneur best known as one of the co-founders of the Starbucks coffee company.
- 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: Arthur Andersen Triple: [Enron accounting scandal, involves, Arthur Andersen]
Generated description
Arthur Andersen was a major global accounting firm whose reputation and operations collapsed after its central role in the Enron accounting scandal.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Arthur Andersen Target entity description: Arthur Andersen was a major global accounting firm whose reputation and operations collapsed after its central role in the Enron accounting scandal.
-
A.
Allan Hoover
Allan Hoover was an American businessman and philanthropist best known as the son of U.S. President Herbert Hoover and for his work preserving his father's legacy.
-
B.
John W. Nordstrom
John W. Nordstrom was a Swedish-American businessman and co-founder of the Nordstrom department store chain in the United States.
-
C.
Merritt Paulson
Merritt Paulson is an American sports executive best known for owning and leading Portland’s professional soccer clubs, including the Portland Timbers of Major League Soccer and the Portland Thorns FC of the National Women's Soccer League.
-
D.
John Jacobs
John Jacobs is a film and television producer known for developing and overseeing a variety of Hollywood projects.
-
E.
Jerry Baldwin
Jerry Baldwin is an American entrepreneur best known as one of the co-founders of the Starbucks coffee company.
- 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.