Triple

T16955962
Position Surface form Disambiguated ID Type / Status
Subject Bernardo Soto Highway E411301 entity
Predicate hasNameOrigin P3325 FINISHED
Object Bernardo Soto
Bernardo Soto was a notable Costa Rican figure, likely a political leader or public servant, after whom the Bernardo Soto Highway is named.
 E1362090 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: Bernardo Soto | Statement: [Bernardo Soto Highway, hasNameOrigin, Bernardo Soto]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bernardo Soto
Context triple: [Bernardo Soto Highway, hasNameOrigin, Bernardo Soto]
  • A. Bernardo Reyes
    Bernardo Reyes was a prominent Mexican general and politician who played a key role in the Porfirian regime and became one of the first casualties of the Ten Tragic Days during the Mexican Revolution.
  • B. Oscar D’León
    Oscar D’León is a renowned Venezuelan salsa singer and bassist, celebrated as one of the genre’s most iconic and influential performers.
  • C. Bernardo Márquez García
    Bernardo Márquez García is a Puerto Rican politician who serves as the mayor of the municipality of Toa Baja.
  • D. Antonio Medrano
    Antonio Medrano was an architect known for his work on the Royal Palace of Portici in Italy.
  • E. Eduardo Montoya
    Eduardo Montoya is a person notable enough to be specifically cited as a bearer of the Montoya surname, though further widely known biographical details are not clearly established.
  • 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: Bernardo Soto
Triple: [Bernardo Soto Highway, hasNameOrigin, Bernardo Soto]
Generated description
Bernardo Soto was a notable Costa Rican figure, likely a political leader or public servant, after whom the Bernardo Soto Highway is named.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bernardo Soto
Target entity description: Bernardo Soto was a notable Costa Rican figure, likely a political leader or public servant, after whom the Bernardo Soto Highway is named.
  • A. Bernardo Reyes
    Bernardo Reyes was a prominent Mexican general and politician who played a key role in the Porfirian regime and became one of the first casualties of the Ten Tragic Days during the Mexican Revolution.
  • B. Oscar D’León
    Oscar D’León is a renowned Venezuelan salsa singer and bassist, celebrated as one of the genre’s most iconic and influential performers.
  • C. Bernardo Márquez García
    Bernardo Márquez García is a Puerto Rican politician who serves as the mayor of the municipality of Toa Baja.
  • D. Antonio Medrano
    Antonio Medrano was an architect known for his work on the Royal Palace of Portici in Italy.
  • E. Eduardo Montoya
    Eduardo Montoya is a person notable enough to be specifically cited as a bearer of the Montoya surname, though further widely known biographical details are not clearly established.
  • 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_69d886c9c9d481909afe222093641cae completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e3d01bb700819082a441c124be3cb6 completed April 18, 2026, 6:40 p.m.
NED1 Entity disambiguation (via context triple) batch_6a06f89123f0819086f3aeef4c309f63 completed May 15, 2026, 10:42 a.m.
NEDg Description generation batch_6a06f9666b2081908c02f7e0d63345d1 completed May 15, 2026, 10:45 a.m.
NED2 Entity disambiguation (via description) batch_6a06f9efad4c81908415dc4b56a38ddc completed May 15, 2026, 10:48 a.m.
Created at: April 10, 2026, 5:31 a.m.