Triple
T713065
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Arrested Development |
E14250
|
entity |
| Predicate | mainCharacter |
P1183
|
FINISHED |
| Object |
George Michael Bluth
George Michael Bluth is a socially awkward, earnest teenage member of the dysfunctional Bluth family in the television sitcom "Arrested Development."
|
E92119
|
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: George Michael Bluth | Statement: [Arrested Development, mainCharacter, George Michael Bluth]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: George Michael Bluth Context triple: [Arrested Development, mainCharacter, George Michael 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.
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."
-
C.
Buster Bluth
Buster Bluth is a socially awkward, overprotected, and neurotic member of the dysfunctional Bluth family in the television comedy series "Arrested Development."
-
D.
Dean Moriarty
Dean Moriarty is a wild, charismatic drifter and free spirit in Jack Kerouac's novel "On the Road," inspired by the real-life figure Neal Cassady.
-
E.
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."
- 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: George Michael Bluth Triple: [Arrested Development, mainCharacter, George Michael Bluth]
Generated description
George Michael Bluth is a socially awkward, earnest teenage member of the dysfunctional Bluth family in the television sitcom "Arrested Development."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: George Michael Bluth Target entity description: George Michael Bluth is a socially awkward, earnest teenage member of the dysfunctional 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.
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."
-
C.
Buster Bluth
Buster Bluth is a socially awkward, overprotected, and neurotic member of the dysfunctional Bluth family in the television comedy series "Arrested Development."
-
D.
Dean Moriarty
Dean Moriarty is a wild, charismatic drifter and free spirit in Jack Kerouac's novel "On the Road," inspired by the real-life figure Neal Cassady.
-
E.
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."
- 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_69a66d9140148190a439ac7a03ee88b2 |
completed | March 3, 2026, 5:11 a.m. |
| NEDg | Description generation | batch_69a66e046bbc8190848a0d0115dc34bd |
completed | March 3, 2026, 5:13 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a66fdd09b081909056bff1a32d413c |
completed | March 3, 2026, 5:21 a.m. |
Created at: March 1, 2026, 7:36 p.m.