Triple

T6227702
Position Surface form Disambiguated ID Type / Status
Subject Marcelo Zarvos E139275 entity
Predicate notableWork P4 FINISHED
Object Flamin' Hot
Flamin' Hot is a 2023 biographical comedy-drama film about the purported creation of Flamin' Hot Cheetos, directed by Eva Longoria.
E577443 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: Flamin' Hot | Statement: [Marcelo Zarvos, notableWork, Flamin' Hot]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Flamin' Hot
Context triple: [Marcelo Zarvos, notableWork, Flamin' Hot]
  • A. Honey Chile
    "Honey Chile" is a 1967 Motown soul single by Martha and the Vandellas that became one of the group's later charting hits.
  • B. Cheetos
    Cheetos is a popular brand of cheese-flavored puffed corn snacks known for their bright orange color and crunchy texture.
  • C. Fritos
    Fritos is a popular American brand of crunchy corn chips known for its distinctive salty flavor and use in snacks like Frito pie.
  • D. Doritos
    Doritos is a popular brand of flavored tortilla chips known for its bold, intense seasonings and triangular shape.
  • E. Potano
    Potano were a Timucua-speaking Indigenous people who inhabited north-central Florida prior to and during early European contact.
  • 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: Flamin' Hot
Triple: [Marcelo Zarvos, notableWork, Flamin' Hot]
Generated description
Flamin' Hot is a 2023 biographical comedy-drama film about the purported creation of Flamin' Hot Cheetos, directed by Eva Longoria.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Flamin' Hot
Target entity description: Flamin' Hot is a 2023 biographical comedy-drama film about the purported creation of Flamin' Hot Cheetos, directed by Eva Longoria.
  • A. Honey Chile
    "Honey Chile" is a 1967 Motown soul single by Martha and the Vandellas that became one of the group's later charting hits.
  • B. Cheetos
    Cheetos is a popular brand of cheese-flavored puffed corn snacks known for their bright orange color and crunchy texture.
  • C. Fritos
    Fritos is a popular American brand of crunchy corn chips known for its distinctive salty flavor and use in snacks like Frito pie.
  • D. Doritos
    Doritos is a popular brand of flavored tortilla chips known for its bold, intense seasonings and triangular shape.
  • E. Potano
    Potano were a Timucua-speaking Indigenous people who inhabited north-central Florida prior to and during early European contact.
  • 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_69c008afd3148190b71e9eaa60420dd1 completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c062d686b88190a0e7e38ab52e2d4a completed March 22, 2026, 9:44 p.m.
NED1 Entity disambiguation (via context triple) batch_69c20dda7f80819085c0d6501a54f931 completed March 24, 2026, 4:06 a.m.
NEDg Description generation batch_69c211420c108190a868fa53877580b7 completed March 24, 2026, 4:21 a.m.
NED2 Entity disambiguation (via description) batch_69c211d546348190b3954e3462b90a5f completed March 24, 2026, 4:23 a.m.
Created at: March 22, 2026, 4:22 p.m.