Triple

T6331044
Position Surface form Disambiguated ID Type / Status
Subject Raymond Cruz E142380 entity
Predicate televisionRole P1668 FINISHED
Object Tuco Salamanca in Breaking Bad
Tuco Salamanca in Breaking Bad is a violently unpredictable Mexican drug dealer and cartel lieutenant who serves as one of Walter White and Jesse Pinkman’s first major antagonists in the series.
 E585623 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: Tuco Salamanca in Breaking Bad | Statement: [Raymond Cruz, televisionRole, Tuco Salamanca in Breaking Bad]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Tuco Salamanca in Breaking Bad
Context triple: [Raymond Cruz, televisionRole, Tuco Salamanca in Breaking Bad]
  • A. Todd Alquist in Breaking Bad
    Todd Alquist is a seemingly polite but disturbingly remorseless criminal associate of Walter White and Jesse Pinkman in the TV series Breaking Bad and its sequel film El Camino.
  • B. Walter White (fictional character)
    Walter White is the main character of the television series "Breaking Bad," a high school chemistry teacher who transforms into a ruthless methamphetamine manufacturer.
  • C. Tuco
    Tuco is a cunning, comically talkative Mexican bandit and one of the three central gunslingers in the classic Spaghetti Western film "The Good, the Bad and the Ugly."
  • D. Javier Peña (Narcos character)
    Javier Peña is a hard-driving, morally conflicted DEA agent in the TV series "Narcos," known for his relentless pursuit of Colombian drug cartels alongside his partner Steve Murphy.
  • E. Chuck McGill
    Chuck McGill is a central character in the television series "Better Call Saul," known as Jimmy McGill’s brilliant but troubled older brother who suffers from a debilitating psychosomatic condition.
  • 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: Tuco Salamanca in Breaking Bad
Triple: [Raymond Cruz, televisionRole, Tuco Salamanca in Breaking Bad]
Generated description
Tuco Salamanca in Breaking Bad is a violently unpredictable Mexican drug dealer and cartel lieutenant who serves as one of Walter White and Jesse Pinkman’s first major antagonists in the series.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Tuco Salamanca in Breaking Bad
Target entity description: Tuco Salamanca in Breaking Bad is a violently unpredictable Mexican drug dealer and cartel lieutenant who serves as one of Walter White and Jesse Pinkman’s first major antagonists in the series.
  • A. Todd Alquist in Breaking Bad
    Todd Alquist is a seemingly polite but disturbingly remorseless criminal associate of Walter White and Jesse Pinkman in the TV series Breaking Bad and its sequel film El Camino.
  • B. Walter White (fictional character)
    Walter White is the main character of the television series "Breaking Bad," a high school chemistry teacher who transforms into a ruthless methamphetamine manufacturer.
  • C. Tuco
    Tuco is a cunning, comically talkative Mexican bandit and one of the three central gunslingers in the classic Spaghetti Western film "The Good, the Bad and the Ugly."
  • D. Javier Peña (Narcos character)
    Javier Peña is a hard-driving, morally conflicted DEA agent in the TV series "Narcos," known for his relentless pursuit of Colombian drug cartels alongside his partner Steve Murphy.
  • E. Chuck McGill
    Chuck McGill is a central character in the television series "Better Call Saul," known as Jimmy McGill’s brilliant but troubled older brother who suffers from a debilitating psychosomatic condition.
  • 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_69c008d4d8e88190ad301c05b08722ac completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c06514cbe8819096dbeb17ccb3e3d5 completed March 22, 2026, 9:54 p.m.
NED1 Entity disambiguation (via context triple) batch_69c6041aac948190ad7dd4d5683903ed completed March 27, 2026, 4:14 a.m.
NEDg Description generation batch_69c6053eb344819094490ad663413962 completed March 27, 2026, 4:19 a.m.
NED2 Entity disambiguation (via description) batch_69c605d48e848190bf11f3862a12d709 completed March 27, 2026, 4:21 a.m.
Created at: March 22, 2026, 4:30 p.m.