Triple

T7802945
Position Surface form Disambiguated ID Type / Status
Subject Ochoa E180474 entity
Predicate hasNotableBearer P458 FINISHED
Object José Ochoa
José Ochoa is a personal name shared by multiple individuals, and without additional context it most commonly refers to various Latin American professionals, artists, or public figures rather than a single widely recognized person.
 E726236 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: José Ochoa | Statement: [Ochoa, hasNotableBearer, José Ochoa]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: José Ochoa
Context triple: [Ochoa, hasNotableBearer, José Ochoa]
  • A. Luis Ochoa
    Luis Ochoa is a relatively obscure individual whose specific public notability is not clearly established from the given information.
  • B. Rubén Olivares
    Rubén Olivares is a Mexican former professional boxer widely regarded as one of the greatest bantamweights of all time, known for his exceptional punching power and multiple world titles.
  • C. Reynaldo Villalobos
    Reynaldo Villalobos is a cinematographer best known for his work on notable American films such as the comedy classic "9 to 5."
  • D. Carlos Ochoa
    Carlos Ochoa is a personal name shared by multiple individuals, including professionals and public figures in various fields.
  • E. Miguel Ochoa
    Miguel Ochoa is a relatively obscure individual whose primary distinguishing feature is sharing the surname Ochoa, which is borne by various notable people across different fields.
  • 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: José Ochoa
Triple: [Ochoa, hasNotableBearer, José Ochoa]
Generated description
José Ochoa is a personal name shared by multiple individuals, and without additional context it most commonly refers to various Latin American professionals, artists, or public figures rather than a single widely recognized person.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: José Ochoa
Target entity description: José Ochoa is a personal name shared by multiple individuals, and without additional context it most commonly refers to various Latin American professionals, artists, or public figures rather than a single widely recognized person.
  • A. Luis Ochoa
    Luis Ochoa is a relatively obscure individual whose specific public notability is not clearly established from the given information.
  • B. Rubén Olivares
    Rubén Olivares is a Mexican former professional boxer widely regarded as one of the greatest bantamweights of all time, known for his exceptional punching power and multiple world titles.
  • C. Reynaldo Villalobos
    Reynaldo Villalobos is a cinematographer best known for his work on notable American films such as the comedy classic "9 to 5."
  • D. Carlos Ochoa
    Carlos Ochoa is a personal name shared by multiple individuals, including professionals and public figures in various fields.
  • E. Miguel Ochoa
    Miguel Ochoa is a relatively obscure individual whose primary distinguishing feature is sharing the surname Ochoa, which is borne by various notable people across different fields.
  • 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_69cd93fee4c88190a00a71c146067eef completed April 1, 2026, 9:54 p.m.
NEDg Description generation batch_69cdab59ac188190ac017651b5a9a04a completed April 1, 2026, 11:33 p.m.
NED2 Entity disambiguation (via description) batch_69cdb2ae376c8190b3918ba6b269dba9 completed April 2, 2026, 12:05 a.m.
Created at: March 30, 2026, 4:34 p.m.