Triple
T713064
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Arrested Development |
E14250
|
entity |
| Predicate | mainCharacter |
P1183
|
FINISHED |
| Object |
Buster Bluth
Buster Bluth is a socially awkward, overprotected, and neurotic member of the dysfunctional Bluth family in the television comedy series "Arrested Development."
|
E90262
|
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: Buster Bluth | Statement: [Arrested Development, mainCharacter, Buster Bluth]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Buster Bluth Context triple: [Arrested Development, mainCharacter, Buster Bluth]
-
A.
Gob Bluth
Gob Bluth is a vain, inept magician and the frequently self-sabotaging eldest son of the Bluth family in the television sitcom "Arrested Development."
-
B.
Lucille Bluth
Lucille Bluth is a manipulative, sharp-tongued, and extravagantly wealthy matriarch from the television sitcom "Arrested Development," known for her biting wit and dysfunctional parenting.
-
C.
Stewie Griffin
Stewie Griffin is a diabolically intelligent, British-accented infant from the animated TV series "Family Guy," known for his advanced vocabulary, world-domination schemes, and dark humor.
-
D.
Buster
Buster is the nickname of Vivian Burey Marshall, the first wife of U.S. Supreme Court Justice Thurgood Marshall.
-
E.
Glenn Quagmire
Glenn Quagmire is a hypersexual, fast-talking airline pilot and neighbor of the Griffin family on the animated television series "Family Guy."
- 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: Buster Bluth Triple: [Arrested Development, mainCharacter, Buster Bluth]
Generated description
Buster Bluth is a socially awkward, overprotected, and neurotic member of the dysfunctional Bluth family in the television comedy series "Arrested Development."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Buster Bluth Target entity description: Buster Bluth is a socially awkward, overprotected, and neurotic member of the dysfunctional Bluth family in the television comedy series "Arrested Development."
-
A.
Gob Bluth
Gob Bluth is a vain, inept magician and the frequently self-sabotaging eldest son of the Bluth family in the television sitcom "Arrested Development."
-
B.
Lucille Bluth
Lucille Bluth is a manipulative, sharp-tongued, and extravagantly wealthy matriarch from the television sitcom "Arrested Development," known for her biting wit and dysfunctional parenting.
-
C.
Stewie Griffin
Stewie Griffin is a diabolically intelligent, British-accented infant from the animated TV series "Family Guy," known for his advanced vocabulary, world-domination schemes, and dark humor.
-
D.
Buster
Buster is the nickname of Vivian Burey Marshall, the first wife of U.S. Supreme Court Justice Thurgood Marshall.
-
E.
Glenn Quagmire
Glenn Quagmire is a hypersexual, fast-talking airline pilot and neighbor of the Griffin family on the animated television series "Family Guy."
- 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_69a4934a36e081909e7abef98b898a4e |
completed | March 1, 2026, 7:28 p.m. |
| NER | Named-entity recognition | batch_69a4a55ee4fc81909358659ec3bc435f |
completed | March 1, 2026, 8:45 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a65e39a2d4819086ef9b5fba62a725 |
completed | March 3, 2026, 4:06 a.m. |
| NEDg | Description generation | batch_69a65ee094ec8190a9eccffa14bc7b9c |
completed | March 3, 2026, 4:09 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a65f8b848c81908bd622b084813443 |
completed | March 3, 2026, 4:11 a.m. |
Created at: March 1, 2026, 7:36 p.m.