Triple

T9853723
Position Surface form Disambiguated ID Type / Status
Subject Wilmer Valderrama E239532 entity
Predicate voiceRole P12691 FINISHED
Object Manny Garcia in Handy Manny
Manny Garcia in Handy Manny is the friendly, bilingual handyman protagonist of the animated children's series "Handy Manny," known for fixing problems in his community with the help of his talking tools.
 E825043 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: Manny Garcia in Handy Manny | Statement: [Wilmer Valderrama, voiceRole, Manny Garcia in Handy Manny]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Manny Garcia in Handy Manny
Context triple: [Wilmer Valderrama, voiceRole, Manny Garcia in Handy Manny]
  • A. Manny
    Manny is a stoic praying mantis and part of the circus bug troupe in Pixar's animated film "A Bug's Life."
  • B. Manny
    Manny is the woolly mammoth who serves as the gruff but big-hearted central protagonist in the animated Ice Age film series.
  • C. Manny
    Manny is the nickname of Manuel Arístides Ramírez Onelcida, a Dominican former Major League Baseball slugger known for his powerful hitting and colorful personality.
  • D. Manny
    Manny is a fictional character from the television series "Time of Your Life."
  • E. 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.
  • 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: Manny Garcia in Handy Manny
Triple: [Wilmer Valderrama, voiceRole, Manny Garcia in Handy Manny]
Generated description
Manny Garcia in Handy Manny is the friendly, bilingual handyman protagonist of the animated children's series "Handy Manny," known for fixing problems in his community with the help of his talking tools.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Manny Garcia in Handy Manny
Target entity description: Manny Garcia in Handy Manny is the friendly, bilingual handyman protagonist of the animated children's series "Handy Manny," known for fixing problems in his community with the help of his talking tools.
  • A. Manny
    Manny is a stoic praying mantis and part of the circus bug troupe in Pixar's animated film "A Bug's Life."
  • B. Manny
    Manny is the woolly mammoth who serves as the gruff but big-hearted central protagonist in the animated Ice Age film series.
  • C. Manny
    Manny is the nickname of Manuel Arístides Ramírez Onelcida, a Dominican former Major League Baseball slugger known for his powerful hitting and colorful personality.
  • D. Manny
    Manny is a fictional character from the television series "Time of Your Life."
  • E. 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.
  • 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_69ca84e4fdc08190a624425bcef98665 completed March 30, 2026, 2:12 p.m.
NER Named-entity recognition batch_69cdb376d32c819089381cf6ed83629d completed April 2, 2026, 12:08 a.m.
NED1 Entity disambiguation (via context triple) batch_69d1d5f21a04819099f23ede55ec3417 completed April 5, 2026, 3:24 a.m.
NEDg Description generation batch_69d1d7a6a87c81908dcd79c776bb19a1 completed April 5, 2026, 3:31 a.m.
NED2 Entity disambiguation (via description) batch_69d1d82007088190ac372c67a6760e65 completed April 5, 2026, 3:33 a.m.
Created at: March 30, 2026, 8:34 p.m.