Triple
T23353408
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Enron executive team |
E592978
|
entity |
| Predicate | member |
P10
|
FINISHED |
| Object |
Mark Frevert
Mark Frevert is a former senior Enron executive who served in top leadership roles at the energy company prior to its collapse.
|
E1588278
|
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: Mark Frevert | Statement: [Enron executive team, member, Mark Frevert]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Mark Frevert Context triple: [Enron executive team, member, Mark Frevert]
-
A.
Matt Firor
Matt Firor is a video game developer and executive best known for leading the creation of large-scale online role-playing games, including directing The Elder Scrolls Online.
-
B.
Keith Fraase
Keith Fraase is a film editor best known for his work on the movie "Chappaquiddick."
-
C.
Derek Frey
Derek Frey is an American film producer best known for his long-time collaboration with director Tim Burton on numerous projects.
-
D.
David Fanning
David Fanning is a television producer and journalist best known for founding and long serving as the executive producer of the PBS investigative documentary series Frontline.
-
E.
Kevin Farley
Kevin Farley is an American actor, comedian, and director known for his work in film and television and for being the younger brother of the late comedian Chris Farley.
- 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: Mark Frevert Triple: [Enron executive team, member, Mark Frevert]
Generated description
Mark Frevert is a former senior Enron executive who served in top leadership roles at the energy company prior to its collapse.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Mark Frevert Target entity description: Mark Frevert is a former senior Enron executive who served in top leadership roles at the energy company prior to its collapse.
-
A.
Matt Firor
Matt Firor is a video game developer and executive best known for leading the creation of large-scale online role-playing games, including directing The Elder Scrolls Online.
-
B.
Keith Fraase
Keith Fraase is a film editor best known for his work on the movie "Chappaquiddick."
-
C.
Derek Frey
Derek Frey is an American film producer best known for his long-time collaboration with director Tim Burton on numerous projects.
-
D.
David Fanning
David Fanning is a television producer and journalist best known for founding and long serving as the executive producer of the PBS investigative documentary series Frontline.
-
E.
Kevin Farley
Kevin Farley is an American actor, comedian, and director known for his work in film and television and for being the younger brother of the late comedian Chris Farley.
- 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_69e25d24d2a4819092e6ede74c2a918d |
completed | April 17, 2026, 4:17 p.m. |
| NER | Named-entity recognition | batch_69f19a15d0a48190862179254c09c6d1 |
completed | April 29, 2026, 5:41 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0c823ca578819090ebde9a0a08fc79 |
completed | May 19, 2026, 3:31 p.m. |
| NEDg | Description generation | batch_6a0ca6eda1f481908482f3a66d576c3c |
completed | May 19, 2026, 6:07 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0ca7c5176c81908221307bb50ff4ed |
completed | May 19, 2026, 6:11 p.m. |
Created at: April 17, 2026, 5:20 p.m.