Triple

T10604429
Position Surface form Disambiguated ID Type / Status
Subject Gustavo Fring E275835 entity
Predicate frontBusiness P94881 FINISHED
Object Los Pollos Hermanos
Los Pollos Hermanos is a fast-food fried chicken restaurant chain that secretly serves as a major drug distribution front in the television series Breaking Bad and Better Call Saul.
E874651 NE FINISHED

How this triple was built (5 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: Los Pollos Hermanos | Statement: [Gustavo Fring, frontBusiness, Los Pollos Hermanos]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Los Pollos Hermanos
Context triple: [Gustavo Fring, frontBusiness, Los Pollos Hermanos]
  • A. El Pollo
    El Pollo is the alias of Hugo Carvajal, a former Venezuelan military intelligence chief known for his powerful role within Hugo Chávez’s government and subsequent accusations of drug trafficking and corruption.
  • B. Taco Bell
    Taco Bell is a major American fast-food chain known for its Mexican-inspired menu items such as tacos, burritos, and quesadillas.
  • C. Trejo's Tacos
    Trejo's Tacos is a Los Angeles-based Mexican restaurant chain founded by actor Danny Trejo, known for its street-style tacos and bold, casual dining vibe.
  • D. Anna’s Taqueria
    Anna’s Taqueria is a popular Boston-area fast-casual Mexican restaurant chain known for its made-to-order burritos and tacos.
  • E. White Castle
    White Castle is a medieval stone fortress in Monmouthshire, Wales, notable for its well-preserved defensive earthworks and role in the border defenses of the Welsh Marches.
  • 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: Los Pollos Hermanos
Triple: [Gustavo Fring, frontBusiness, Los Pollos Hermanos]
Generated description
Los Pollos Hermanos is a fast-food fried chicken restaurant chain that secretly serves as a major drug distribution front in the television series Breaking Bad and Better Call Saul.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Los Pollos Hermanos
Target entity description: Los Pollos Hermanos is a fast-food fried chicken restaurant chain that secretly serves as a major drug distribution front in the television series Breaking Bad and Better Call Saul.
  • A. El Pollo
    El Pollo is the alias of Hugo Carvajal, a former Venezuelan military intelligence chief known for his powerful role within Hugo Chávez’s government and subsequent accusations of drug trafficking and corruption.
  • B. Taco Bell
    Taco Bell is a major American fast-food chain known for its Mexican-inspired menu items such as tacos, burritos, and quesadillas.
  • C. Chi-Chi’s
    Chi-Chi’s is a Mexican-style food brand known for products like salsa, tortillas, and related Tex-Mex items sold in grocery stores.
  • D. Trejo's Tacos
    Trejo's Tacos is a Los Angeles-based Mexican restaurant chain founded by actor Danny Trejo, known for its street-style tacos and bold, casual dining vibe.
  • E. Anna’s Taqueria
    Anna’s Taqueria is a popular Boston-area fast-casual Mexican restaurant chain known for its made-to-order burritos and tacos.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: frontBusiness
Context triple: [Gustavo Fring, frontBusiness, Los Pollos Hermanos]
  • A. businessFunction
    Indicates the specific role, activity, or operational function that an entity performs within a business context.
  • B. businessBase
    Indicates that one entity serves as the primary business foundation, core location, or main operational base for another entity.
  • C. laterBusinessBase
    Indicates that one business entity serves as the subsequent or successor base of operations relative to another business entity.
  • D. frontType
    Indicates the type or category of a front (e.g., boundary or leading side) that one entity presents or forms relative to another.
  • E. centralBusiness
    Indicates that an entity functions as the primary commercial or economic hub (central business area or role) in relation to another entity.
  • F. None of above. chosen

Provenance (7 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_69d95eaffcd0819098e0a06a731b602f completed April 10, 2026, 8:33 p.m.
NEDg Description generation batch_69d961aaf71881908289244e0a490492 completed April 10, 2026, 8:46 p.m.
NED2 Entity disambiguation (via description) batch_69d9623cf54081908abcdc88e13d5176 completed April 10, 2026, 8:49 p.m.
PD Predicate disambiguation batch_69d6dd72c1288190adbb5e79e94c044a completed April 8, 2026, 10:57 p.m.
PDg Predicate description generation batch_69d6df463ea8819091d6683e476b4f21 completed April 8, 2026, 11:05 p.m.
Created at: April 8, 2026, 7:32 p.m.