Triple

T9853712
Position Surface form Disambiguated ID Type / Status
Subject Wilmer Valderrama E239532 entity
Predicate notableWork P4 FINISHED
Object Handy Manny
Handy Manny is an animated children's television series about a friendly handyman and his talking tools who help fix problems in their multicultural community.
 E825042 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: Handy Manny | Statement: [Wilmer Valderrama, notableWork, Handy Manny]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Handy Manny
Context triple: [Wilmer Valderrama, notableWork, Handy Manny]
  • A. Handy
    Handy is a surname most famously associated with W. C. Handy, the influential American composer and musician often called the "Father of the Blues."
  • B. The Backyardigans
    The Backyardigans is an animated children's television series featuring five animal friends who use their imaginations to embark on musical adventures in their shared backyard.
  • C. Handy Man
    "Handy Man" is a popular soft rock song by James Taylor, known for its mellow style and romantic lyrics, which became one of his signature hits.
  • D. Manny & Lo
    Manny & Lo is a 1996 indie dramedy film about two runaway sisters who kidnap a lonely store clerk to help them through an unexpected pregnancy.
  • E. Mighty Mouse
    Mighty Mouse is the popular nickname of former NBA point guard Damon Stoudamire, highlighting his small stature and explosive, fearless style of play.
  • 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: Handy Manny
Triple: [Wilmer Valderrama, notableWork, Handy Manny]
Generated description
Handy Manny is an animated children's television series about a friendly handyman and his talking tools who help fix problems in their multicultural community.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Handy Manny
Target entity description: Handy Manny is an animated children's television series about a friendly handyman and his talking tools who help fix problems in their multicultural community.
  • A. Handy
    Handy is a surname most famously associated with W. C. Handy, the influential American composer and musician often called the "Father of the Blues."
  • B. The Backyardigans
    The Backyardigans is an animated children's television series featuring five animal friends who use their imaginations to embark on musical adventures in their shared backyard.
  • C. Handy Man
    "Handy Man" is a popular soft rock song by James Taylor, known for its mellow style and romantic lyrics, which became one of his signature hits.
  • D. Manny & Lo
    Manny & Lo is a 1996 indie dramedy film about two runaway sisters who kidnap a lonely store clerk to help them through an unexpected pregnancy.
  • E. Mighty Mouse
    Mighty Mouse is the popular nickname of former NBA point guard Damon Stoudamire, highlighting his small stature and explosive, fearless style of play.
  • 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.