Triple
T3944800
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | George Michael Bluth |
E92119
|
entity |
| Predicate | employer |
P7
|
FINISHED |
| Object | Michael Bluth |
E84609
|
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: Michael Bluth | Statement: [George Michael Bluth, employer, Michael Bluth]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Michael Bluth Context triple: [George Michael Bluth, employer, Michael Bluth]
-
A.
Michael Bluth
chosen
Michael Bluth is the responsible, level-headed son who struggles to keep his wildly dysfunctional family and their failing real estate business together in the sitcom "Arrested Development."
-
B.
Bill Prady
Bill Prady is an American television writer and producer best known for co-creating the hit sitcom "The Big Bang Theory."
-
C.
Gloria Stivic
Gloria Stivic is a central character on the classic American sitcom "All in the Family," known as the spirited, liberal daughter of Archie and Edith Bunker and wife of Michael "Meathead" Stivic.
-
D.
Theo Huxtable
Theo Huxtable is a central character on the television sitcom "The Cosby Show," portrayed as the only son in the Huxtable family.
-
E.
George Bluth Sr.
George Bluth Sr. is a fictional, morally dubious real estate developer and patriarch of the dysfunctional Bluth family in the television sitcom "Arrested Development."
- 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_69aed965502c8190904ebad1203a4ae8 |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69aef0d8841081908d2c1de8e5758017 |
completed | March 9, 2026, 4:10 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b54c3de4688190b0eeb2604a65803e |
completed | March 14, 2026, 11:53 a.m. |
Created at: March 9, 2026, 3:24 p.m.