Triple
T4114667
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Buster Bluth |
E90262
|
entity |
| Predicate | fullName |
P16
|
FINISHED |
| Object |
Byron Bluth
Byron "Buster" Bluth is a neurotic, overprotected youngest son and recurring comedic character from the television series "Arrested Development."
|
E412875
|
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: Byron Bluth | Statement: [Buster Bluth, fullName, Byron Bluth]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Byron Bluth Context triple: [Buster Bluth, fullName, Byron Bluth]
-
A.
Jack Briggs
Jack Briggs was an American actor best known for his marriage to Hollywood star Ginger Rogers.
-
B.
Macon Blair
Macon Blair is an American actor, writer, and director known for his frequent collaborations with filmmaker Jeremy Saulnier and his roles in gritty independent thrillers and dark comedies.
-
C.
Rob Burnett
Rob Burnett is an American television producer, writer, and director best known for his longtime work with David Letterman, including serving as executive producer of the "Late Show with David Letterman."
-
D.
Andrew Solt
Andrew Solt was a Hungarian-American screenwriter and producer best known for his work on mid-20th-century films and later for creating music-related documentaries and television programs.
-
E.
Bryan Woodman
Bryan Woodman is a young, ambitious energy analyst whose personal tragedy and moral awakening drive one of the central storylines in the geopolitical drama film "Syriana."
- 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: Byron Bluth Triple: [Buster Bluth, fullName, Byron Bluth]
Generated description
Byron "Buster" Bluth is a neurotic, overprotected youngest son and recurring comedic character from the television series "Arrested Development."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Byron Bluth Target entity description: Byron "Buster" Bluth is a neurotic, overprotected youngest son and recurring comedic character from the television series "Arrested Development."
-
A.
Jack Briggs
Jack Briggs was an American actor best known for his marriage to Hollywood star Ginger Rogers.
-
B.
Macon Blair
Macon Blair is an American actor, writer, and director known for his frequent collaborations with filmmaker Jeremy Saulnier and his roles in gritty independent thrillers and dark comedies.
-
C.
Rob Burnett
Rob Burnett is an American television producer, writer, and director best known for his longtime work with David Letterman, including serving as executive producer of the "Late Show with David Letterman."
-
D.
Andrew Solt
Andrew Solt was a Hungarian-American screenwriter and producer best known for his work on mid-20th-century films and later for creating music-related documentaries and television programs.
-
E.
Bryan Woodman
Bryan Woodman is a young, ambitious energy analyst whose personal tragedy and moral awakening drive one of the central storylines in the geopolitical drama film "Syriana."
- 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_69aed95c080881908125e30c5dcdc6f8 |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69af01f07c688190a6e3689667587247 |
completed | March 9, 2026, 5:22 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b56b8e30448190a1ac0df969c83631 |
completed | March 14, 2026, 2:07 p.m. |
| NEDg | Description generation | batch_69b56c18d7a48190b00f06b3987253fe |
completed | March 14, 2026, 2:09 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b56ca787f08190b59ed9113658ba91 |
completed | March 14, 2026, 2:11 p.m. |
Created at: March 9, 2026, 3:41 p.m.