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.