Triple
T7802941
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ochoa |
E180474
|
entity |
| Predicate | hasNotableBearer |
P458
|
FINISHED |
| Object |
Juan Ochoa
Juan Ochoa is a personal name shared by multiple individuals, including professionals and public figures in various fields such as sports, arts, and business.
|
E714810
|
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: Juan Ochoa | Statement: [Ochoa, hasNotableBearer, Juan Ochoa]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Juan Ochoa Context triple: [Ochoa, hasNotableBearer, Juan Ochoa]
-
A.
Jorge Ochoa
Jorge Ochoa is a Colombian drug trafficker best known as one of the founding leaders of the Medellín Cartel.
-
B.
Salvador Alvarado
Salvador Alvarado is a municipality in the Mexican state of Sinaloa, known for its agricultural activities and regional commerce.
-
C.
Héctor Vivanco
Héctor Vivanco is a notable individual recognized for achievements significant enough to be associated with the surname Vivanco.
-
D.
Guillermo Díaz
Guillermo Díaz is an American actor best known for his comedic and character roles in film and television, including his breakout performance in the stoner comedy "Half Baked."
-
E.
Alberto Guerrero
Alberto Guerrero was a Chilean-Canadian pianist and influential pedagogue best known for shaping the technique and musical approach of Canadian virtuoso Glenn Gould.
- 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: Juan Ochoa Triple: [Ochoa, hasNotableBearer, Juan Ochoa]
Generated description
Juan Ochoa is a personal name shared by multiple individuals, including professionals and public figures in various fields such as sports, arts, and business.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Juan Ochoa Target entity description: Juan Ochoa is a personal name shared by multiple individuals, including professionals and public figures in various fields such as sports, arts, and business.
-
A.
Jorge Ochoa
Jorge Ochoa is a Colombian drug trafficker best known as one of the founding leaders of the Medellín Cartel.
-
B.
Salvador Alvarado
Salvador Alvarado is a municipality in the Mexican state of Sinaloa, known for its agricultural activities and regional commerce.
-
C.
Héctor Vivanco
Héctor Vivanco is a notable individual recognized for achievements significant enough to be associated with the surname Vivanco.
-
D.
Guillermo Díaz
Guillermo Díaz is an American actor best known for his comedic and character roles in film and television, including his breakout performance in the stoner comedy "Half Baked."
-
E.
Alberto Guerrero
Alberto Guerrero was a Chilean-Canadian pianist and influential pedagogue best known for shaping the technique and musical approach of Canadian virtuoso Glenn Gould.
- 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_69ca827e50cc8190a92a733577184938 |
completed | March 30, 2026, 2:02 p.m. |
| NER | Named-entity recognition | batch_69caf635a4648190af907a686d87f073 |
completed | March 30, 2026, 10:16 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ccbd8698a88190b5f9b4d232504f04 |
completed | April 1, 2026, 6:39 a.m. |
| NEDg | Description generation | batch_69ccc24a39f88190995f076d1a7ec3e7 |
completed | April 1, 2026, 6:59 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ccc37f0ca88190b4e077f23dbbe6f8 |
completed | April 1, 2026, 7:04 a.m. |
Created at: March 30, 2026, 4:34 p.m.