Triple
T713062
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Arrested Development |
E14250
|
entity |
| Predicate | mainCharacter |
P1183
|
FINISHED |
| Object |
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."
|
E89513
|
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: Gob Bluth | Statement: [Arrested Development, mainCharacter, Gob Bluth]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Gob Bluth Context triple: [Arrested Development, mainCharacter, Gob Bluth]
-
A.
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."
-
B.
Joseph Durst
Joseph Durst was a prominent New York City real estate developer and patriarch of the Durst family, known for building one of the city’s major real estate empires.
-
C.
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.
-
D.
Seymour Durst
Seymour Durst was a prominent New York City real estate developer and patriarch of the Durst family, known for expanding The Durst Organization into a major Manhattan property empire and for his outspoken political views.
-
E.
Don Ivan Punchatz
Don Ivan Punchatz was an American illustrator and painter renowned for his imaginative science fiction and fantasy artwork, including iconic book covers and magazine illustrations.
- 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: Gob Bluth Triple: [Arrested Development, mainCharacter, Gob Bluth]
Generated description
Gob Bluth is a vain, inept magician and the frequently self-sabotaging eldest son of the Bluth family in the television sitcom "Arrested Development."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Gob Bluth Target entity description: Gob Bluth is a vain, inept magician and the frequently self-sabotaging eldest son of the Bluth family in the television sitcom "Arrested Development."
-
A.
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."
-
B.
Joseph Durst
Joseph Durst was a prominent New York City real estate developer and patriarch of the Durst family, known for building one of the city’s major real estate empires.
-
C.
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.
-
D.
Seymour Durst
Seymour Durst was a prominent New York City real estate developer and patriarch of the Durst family, known for expanding The Durst Organization into a major Manhattan property empire and for his outspoken political views.
-
E.
Don Ivan Punchatz
Don Ivan Punchatz was an American illustrator and painter renowned for his imaginative science fiction and fantasy artwork, including iconic book covers and magazine illustrations.
- 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_69a654dcbb688190ab997a3d31ec729a |
completed | March 3, 2026, 3:26 a.m. |
| NEDg | Description generation | batch_69a65b3535b48190be1986aed3dfe48a |
completed | March 3, 2026, 3:53 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a65ba4d610819095bf3d166c038c8f |
completed | March 3, 2026, 3:55 a.m. |
Created at: March 1, 2026, 7:36 p.m.