Triple
T14711700
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Snowfall |
E345561
|
entity |
| Predicate | followsCharacter |
P10688
|
FINISHED |
| Object |
Gustavo "El Oso" Zapata
Gustavo "El Oso" Zapata is a key enforcer and drug trafficker in the TV series "Snowfall," known for his stoic demeanor and central role in the show's cocaine trade.
|
E1116219
|
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: Gustavo "El Oso" Zapata | Statement: [Snowfall, followsCharacter, Gustavo "El Oso" Zapata]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Gustavo "El Oso" Zapata Context triple: [Snowfall, followsCharacter, Gustavo "El Oso" Zapata]
-
A.
Julio Zapata
Julio Zapata is one of the two hedonistic teenage protagonists in the Mexican road movie "Y Tu Mamá También," whose journey explores themes of friendship, class, and sexual awakening.
-
B.
Carlos Zapata
Carlos Zapata is a Venezuelan-American architect known for his innovative, sculptural skyscraper designs and prominent international projects.
-
C.
Nicolás Bravo
Nicolás Bravo was a prominent Mexican military leader and politician who played a key role in the country’s War of Independence and later served multiple times as president of Mexico.
-
D.
Emilio Arellano
Emilio Arellano is a notable individual recognized for bearing the Arellano surname.
-
E.
Melquiades Estrada
Melquiades Estrada is a Mexican cowboy whose death and posthumous journey for a proper burial drive the emotional and moral core of the film "The Three Burials of Melquiades Estrada."
- 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: Gustavo "El Oso" Zapata Triple: [Snowfall, followsCharacter, Gustavo "El Oso" Zapata]
Generated description
Gustavo "El Oso" Zapata is a key enforcer and drug trafficker in the TV series "Snowfall," known for his stoic demeanor and central role in the show's cocaine trade.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Gustavo "El Oso" Zapata Target entity description: Gustavo "El Oso" Zapata is a key enforcer and drug trafficker in the TV series "Snowfall," known for his stoic demeanor and central role in the show's cocaine trade.
-
A.
Julio Zapata
Julio Zapata is one of the two hedonistic teenage protagonists in the Mexican road movie "Y Tu Mamá También," whose journey explores themes of friendship, class, and sexual awakening.
-
B.
Carlos Zapata
Carlos Zapata is a Venezuelan-American architect known for his innovative, sculptural skyscraper designs and prominent international projects.
-
C.
Nicolás Bravo
Nicolás Bravo was a prominent Mexican military leader and politician who played a key role in the country’s War of Independence and later served multiple times as president of Mexico.
-
D.
Emilio Arellano
Emilio Arellano is a notable individual recognized for bearing the Arellano surname.
-
E.
Melquiades Estrada
Melquiades Estrada is a Mexican cowboy whose death and posthumous journey for a proper burial drive the emotional and moral core of the film "The Three Burials of Melquiades Estrada."
- 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_69d822e4a8c08190a155df736bb7bc13 |
completed | April 9, 2026, 10:06 p.m. |
| NER | Named-entity recognition | batch_69deb982bf248190881e21a8a0861a3f |
completed | April 14, 2026, 10:02 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fdf08f2aa08190a5ac3240d1de90fb |
completed | May 8, 2026, 2:17 p.m. |
| NEDg | Description generation | batch_69fdf23d4928819093630e25616abb2d |
completed | May 8, 2026, 2:25 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69fdf31fcb4081908a88cf4d4c5ddced |
completed | May 8, 2026, 2:28 p.m. |
Created at: April 10, 2026, 1:28 a.m.