Triple

T8428023
Position Surface form Disambiguated ID Type / Status
Subject Pies Descalzos E199050 entity
Predicate producer P490 FINISHED
Object Luis Fernando Ochoa
Luis Fernando Ochoa is a Colombian music producer and songwriter best known for his extensive work shaping Shakira’s early sound and Latin pop hits.
E731878 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: Luis Fernando Ochoa | Statement: [Pies Descalzos, producer, Luis Fernando Ochoa]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Luis Fernando Ochoa
Context triple: [Pies Descalzos, producer, Luis Fernando Ochoa]
  • A. Luis Ángel Arango
    Luis Ángel Arango was a prominent Colombian banker and cultural promoter whose legacy is closely tied to the development of Bogotá’s leading public library and arts institutions.
  • B. Juan Jaramillo
    Juan Jaramillo was a Spanish conquistador best known as the later husband of Malinalli (La Malinche), the Indigenous woman who served as Hernán Cortés’s interpreter and advisor during the conquest of Mexico.
  • C. Francisco Márquez
    Francisco Márquez was a young Mexican military cadet and one of the famed Niños Héroes who died defending Chapultepec Castle during the Mexican–American War.
  • D. Guillermo Cano Isaza
    Guillermo Cano Isaza was a prominent Colombian journalist and editor of the newspaper El Espectador, renowned for his courageous reporting against drug cartels and assassinated by the Medellín Cartel in 1986.
  • E. Miguel Herrán
    Miguel Herrán is a Spanish actor best known internationally for his role as Río in the hit Netflix series "Money Heist" and for winning a Goya Award for Best New Actor.
  • 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: Luis Fernando Ochoa
Triple: [Pies Descalzos, producer, Luis Fernando Ochoa]
Generated description
Luis Fernando Ochoa is a Colombian music producer and songwriter best known for his extensive work shaping Shakira’s early sound and Latin pop hits.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Luis Fernando Ochoa
Target entity description: Luis Fernando Ochoa is a Colombian music producer and songwriter best known for his extensive work shaping Shakira’s early sound and Latin pop hits.
  • A. Luis Ángel Arango
    Luis Ángel Arango was a prominent Colombian banker and cultural promoter whose legacy is closely tied to the development of Bogotá’s leading public library and arts institutions.
  • B. Juan Jaramillo
    Juan Jaramillo was a Spanish conquistador best known as the later husband of Malinalli (La Malinche), the Indigenous woman who served as Hernán Cortés’s interpreter and advisor during the conquest of Mexico.
  • C. Francisco Márquez
    Francisco Márquez was a young Mexican military cadet and one of the famed Niños Héroes who died defending Chapultepec Castle during the Mexican–American War.
  • D. Guillermo Cano Isaza
    Guillermo Cano Isaza was a prominent Colombian journalist and editor of the newspaper El Espectador, renowned for his courageous reporting against drug cartels and assassinated by the Medellín Cartel in 1986.
  • E. Miguel Herrán
    Miguel Herrán is a Spanish actor best known internationally for his role as Río in the hit Netflix series "Money Heist" and for winning a Goya Award for Best New Actor.
  • 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_69ca8313c99081909a5c6d83b91de5b3 completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cbd124378c819086ea2fa6ecbfffe1 completed March 31, 2026, 1:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69ce036dec9481908564ea2828ea429b completed April 2, 2026, 5:49 a.m.
NEDg Description generation batch_69ce07846da48190aa89b1c185dfcd11 completed April 2, 2026, 6:07 a.m.
NED2 Entity disambiguation (via description) batch_69ce08a5d2988190a64822214b69a223 completed April 2, 2026, 6:11 a.m.
Created at: March 30, 2026, 6:07 p.m.