Triple

T4047050
Position Surface form Disambiguated ID Type / Status
Subject Oingo Boingo E84090 entity
Predicate hasMember P10 FINISHED
Object Johnny "Vatos" Hernandez
Johnny "Vatos" Hernandez is an American drummer best known for his long tenure with the new wave band Oingo Boingo and his energetic, percussion-driven style.
E408236 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: Johnny "Vatos" Hernandez | Statement: [Oingo Boingo, hasMember, Johnny "Vatos" Hernandez]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Johnny "Vatos" Hernandez
Context triple: [Oingo Boingo, hasMember, Johnny "Vatos" Hernandez]
  • A. Silvestre Reyes
    Silvestre Reyes is an American politician and former U.S. Representative from Texas who served as chair of the House Intelligence Committee.
  • B. Juan Morales
    Juan Morales was a Mexican military commander known for leading forces during the Siege of Veracruz in the Mexican–American War.
  • C. Gabriel Valencia
    Gabriel Valencia was a 19th-century Mexican general and political figure who played a significant role in Mexico’s military and governmental affairs, including during the Mexican–American War.
  • D. Hurley Reyes
    Hurley Reyes is a beloved main character from the television series "Lost," known for his humor, kindness, and complex backstory involving a lottery win and perceived bad luck.
  • E. Héctor Rivera
    Héctor Rivera is a charming, skeletal musician and key mentor figure in Pixar's animated film "Coco," central to the story's themes of family, memory, and music in the Land of the Dead.
  • 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: Johnny "Vatos" Hernandez
Triple: [Oingo Boingo, hasMember, Johnny "Vatos" Hernandez]
Generated description
Johnny "Vatos" Hernandez is an American drummer best known for his long tenure with the new wave band Oingo Boingo and his energetic, percussion-driven style.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Johnny "Vatos" Hernandez
Target entity description: Johnny "Vatos" Hernandez is an American drummer best known for his long tenure with the new wave band Oingo Boingo and his energetic, percussion-driven style.
  • A. Silvestre Reyes
    Silvestre Reyes is an American politician and former U.S. Representative from Texas who served as chair of the House Intelligence Committee.
  • B. Juan Morales
    Juan Morales was a Mexican military commander known for leading forces during the Siege of Veracruz in the Mexican–American War.
  • C. Gabriel Valencia
    Gabriel Valencia was a 19th-century Mexican general and political figure who played a significant role in Mexico’s military and governmental affairs, including during the Mexican–American War.
  • D. Hurley Reyes
    Hurley Reyes is a beloved main character from the television series "Lost," known for his humor, kindness, and complex backstory involving a lottery win and perceived bad luck.
  • E. Héctor Rivera
    Héctor Rivera is a charming, skeletal musician and key mentor figure in Pixar's animated film "Coco," central to the story's themes of family, memory, and music in the Land of the Dead.
  • 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_69aed930bd5c819083e7dcc14fc44f69 completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aefb62593c8190ab8462c4d9cd9d08 completed March 9, 2026, 4:54 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5565466648190802a9b8fd88c3572 completed March 14, 2026, 12:36 p.m.
NEDg Description generation batch_69b556cdd05081909fea1fb0a58bc7d1 completed March 14, 2026, 12:38 p.m.
NED2 Entity disambiguation (via description) batch_69b557d445d081908f48fe3bd06f786e completed March 14, 2026, 12:43 p.m.
Created at: March 9, 2026, 3:37 p.m.