Triple
T10604447
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Gustavo Fring |
E275835
|
entity |
| Predicate | firstAppearance |
P795
|
FINISHED |
| Object |
Breaking Bad season 2
Breaking Bad season 2 is the critically acclaimed second season of the American crime drama series that deepens Walter White’s descent into the drug trade and introduces major characters like drug kingpin Gustavo Fring.
|
E875975
|
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: Breaking Bad season 2 | Statement: [Gustavo Fring, firstAppearance, Breaking Bad season 2]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Breaking Bad season 2 Context triple: [Gustavo Fring, firstAppearance, Breaking Bad season 2]
-
A.
Breaking Bad season 2 episode "Better Call Saul"
"Better Call Saul" is a pivotal season 2 episode of Breaking Bad that introduces the colorful criminal lawyer Saul Goodman, who later becomes the central character of the spin-off series of the same name.
-
B.
Breaking Bad season 4
Breaking Bad season 4 is the critically acclaimed fourth season of the American crime drama series that intensifies the conflict between Walter White and drug kingpin Gus Fring while deepening the personal and moral crises of its central characters.
-
C.
Breaking Bad
Breaking Bad is a critically acclaimed American television drama series that follows a high school chemistry teacher’s transformation into a ruthless methamphetamine manufacturer.
-
D.
El Camino: A Breaking Bad Movie
El Camino: A Breaking Bad Movie is a 2019 neo-Western crime drama film that serves as an epilogue to the television series Breaking Bad, following Jesse Pinkman’s fate after the show’s finale.
-
E.
Breaking Bad episode "Fly"
"Fly" is a bottle episode from the TV series Breaking Bad, notable for its intense psychological focus on Walter White and Jesse Pinkman and its distinctive, minimalist style.
- 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: Breaking Bad season 2 Triple: [Gustavo Fring, firstAppearance, Breaking Bad season 2]
Generated description
Breaking Bad season 2 is the critically acclaimed second season of the American crime drama series that deepens Walter White’s descent into the drug trade and introduces major characters like drug kingpin Gustavo Fring.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Breaking Bad season 2 Target entity description: Breaking Bad season 2 is the critically acclaimed second season of the American crime drama series that deepens Walter White’s descent into the drug trade and introduces major characters like drug kingpin Gustavo Fring.
-
A.
Breaking Bad season 2 episode "Better Call Saul"
"Better Call Saul" is a pivotal season 2 episode of Breaking Bad that introduces the colorful criminal lawyer Saul Goodman, who later becomes the central character of the spin-off series of the same name.
-
B.
Breaking Bad season 4
Breaking Bad season 4 is the critically acclaimed fourth season of the American crime drama series that intensifies the conflict between Walter White and drug kingpin Gus Fring while deepening the personal and moral crises of its central characters.
-
C.
Breaking Bad
Breaking Bad is a critically acclaimed American television drama series that follows a high school chemistry teacher’s transformation into a ruthless methamphetamine manufacturer.
-
D.
El Camino: A Breaking Bad Movie
El Camino: A Breaking Bad Movie is a 2019 neo-Western crime drama film that serves as an epilogue to the television series Breaking Bad, following Jesse Pinkman’s fate after the show’s finale.
-
E.
Breaking Bad episode "Fly"
"Fly" is a bottle episode from the TV series Breaking Bad, notable for its intense psychological focus on Walter White and Jesse Pinkman and its distinctive, minimalist style.
- 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_69d6aaf948d88190806cc3a8c47a3fb2 |
completed | April 8, 2026, 7:22 p.m. |
| NER | Named-entity recognition | batch_69d6df4992248190b640d743ccf02c82 |
completed | April 8, 2026, 11:05 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d96b698f308190be8ee1e6bc8481d3 |
completed | April 10, 2026, 9:28 p.m. |
| NEDg | Description generation | batch_69d96dee84f48190bf5b0cb1115a8bba |
completed | April 10, 2026, 9:38 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d9708824208190acf75933962d690f |
completed | April 10, 2026, 9:50 p.m. |
Created at: April 8, 2026, 7:32 p.m.