Triple
T4177576
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | George Bluth Sr. |
E86513
|
entity |
| Predicate | sibling |
P363
|
FINISHED |
| Object |
Oscar Bluth
Oscar Bluth is a recurring character on the television series "Arrested Development," known as George Bluth Sr.’s laid-back, hippie twin brother.
|
E431490
|
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: Oscar Bluth | Statement: [George Bluth Sr., sibling, Oscar Bluth]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Oscar Bluth Context triple: [George Bluth Sr., sibling, Oscar Bluth]
-
A.
Buster Bluth
Buster Bluth is a socially awkward, overprotected, and neurotic member of the dysfunctional Bluth family in the television comedy series "Arrested Development."
-
B.
Michael Bluth
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."
-
C.
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."
-
D.
George Michael Bluth
George Michael Bluth is a socially awkward, earnest teenage member of the dysfunctional Bluth family in the television sitcom "Arrested Development."
-
E.
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.
- 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: Oscar Bluth Triple: [George Bluth Sr., sibling, Oscar Bluth]
Generated description
Oscar Bluth is a recurring character on the television series "Arrested Development," known as George Bluth Sr.’s laid-back, hippie twin brother.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Oscar Bluth Target entity description: Oscar Bluth is a recurring character on the television series "Arrested Development," known as George Bluth Sr.’s laid-back, hippie twin brother.
-
A.
Buster Bluth
Buster Bluth is a socially awkward, overprotected, and neurotic member of the dysfunctional Bluth family in the television comedy series "Arrested Development."
-
B.
Michael Bluth
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."
-
C.
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."
-
D.
George Michael Bluth
George Michael Bluth is a socially awkward, earnest teenage member of the dysfunctional Bluth family in the television sitcom "Arrested Development."
-
E.
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.
- 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_69aed93de98c8190ad838ce507b77c8a |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69af02ec20fc8190b6f30576337e0ddc |
completed | March 9, 2026, 5:27 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5d055a1888190a188a8dba7d8af23 |
completed | March 14, 2026, 9:17 p.m. |
| NEDg | Description generation | batch_69b5d1a42bc08190bd32c9ebc21793f4 |
completed | March 14, 2026, 9:22 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5d2057f148190b4f9384183831d8e |
completed | March 14, 2026, 9:24 p.m. |
Created at: March 9, 2026, 3:45 p.m.