Triple
T17071562
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Marta Estrella |
E414232
|
entity |
| Predicate | romanticallyInvolvedWith |
P9994
|
FINISHED |
| Object | Gob Bluth |
E89513
|
NE FINISHED |
How this triple was built (2 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: [Marta Estrella, romanticallyInvolvedWith, Gob Bluth]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Gob Bluth Context triple: [Marta Estrella, romanticallyInvolvedWith, Gob Bluth]
-
A.
Gob Bluth
chosen
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.
Buster Bluth
Buster Bluth is a socially awkward, overprotected, and neurotic member of the dysfunctional Bluth family in the television comedy series "Arrested Development."
-
C.
Eric Falkenstein
Eric Falkenstein is a theater and film producer known for backing notable stage productions such as the play "Lucky Guy."
-
D.
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."
-
E.
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.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d886cef44c8190ba56c44b4e863e64 |
completed | April 10, 2026, 5:12 a.m. |
| NER | Named-entity recognition | batch_69e3dbc1b7d48190979a848b4188cb22 |
completed | April 18, 2026, 7:30 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0180c3be308190ab9972e79287218b |
completed | May 11, 2026, 7:09 a.m. |
Created at: April 10, 2026, 5:34 a.m.