Triple

T2644456
Position Surface form Disambiguated ID Type / Status
Subject Frankenweenie (2012 film) E62950 entity
Predicate voiceCast P18510 FINISHED
Object Atticus Shaffer
Atticus Shaffer is an American actor best known for his role as Brick Heck on the sitcom "The Middle" and for his distinctive voice work in animated films and series.
E285267 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: Atticus Shaffer | Statement: [Frankenweenie (2012 film), voiceCast, Atticus Shaffer]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Atticus Shaffer
Context triple: [Frankenweenie (2012 film), voiceCast, Atticus Shaffer]
  • A. Malcolm Waite
    Malcolm Waite was an American silent film actor best remembered for his supporting roles in early Hollywood comedies, including Charlie Chaplin films.
  • B. Raymond Parks
    Raymond Parks was an African American barber and civil rights activist in Montgomery, Alabama, known for his early involvement in the NAACP and support of his wife Rosa Parks’ historic role in the civil rights movement.
  • C. Ward Abbott
    Ward Abbott is a high-ranking CIA official and covert antagonist in the Jason Bourne film series, particularly prominent in The Bourne Supremacy.
  • D. Harvey Shephard
    Harvey Shephard is a television producer best known for his executive production work on the prime-time soap opera "Falcon Crest."
  • E. Leith D. Kent
    Leith D. Kent is the individual after whom the Kent mango cultivar was named, recognized for his association with the development or identification of this popular mango variety.
  • 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: Atticus Shaffer
Triple: [Frankenweenie (2012 film), voiceCast, Atticus Shaffer]
Generated description
Atticus Shaffer is an American actor best known for his role as Brick Heck on the sitcom "The Middle" and for his distinctive voice work in animated films and series.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Atticus Shaffer
Target entity description: Atticus Shaffer is an American actor best known for his role as Brick Heck on the sitcom "The Middle" and for his distinctive voice work in animated films and series.
  • A. Malcolm Waite
    Malcolm Waite was an American silent film actor best remembered for his supporting roles in early Hollywood comedies, including Charlie Chaplin films.
  • B. Raymond Parks
    Raymond Parks was an African American barber and civil rights activist in Montgomery, Alabama, known for his early involvement in the NAACP and support of his wife Rosa Parks’ historic role in the civil rights movement.
  • C. Ward Abbott
    Ward Abbott is a high-ranking CIA official and covert antagonist in the Jason Bourne film series, particularly prominent in The Bourne Supremacy.
  • D. Harvey Shephard
    Harvey Shephard is a television producer best known for his executive production work on the prime-time soap opera "Falcon Crest."
  • E. Leith D. Kent
    Leith D. Kent is the individual after whom the Kent mango cultivar was named, recognized for his association with the development or identification of this popular mango variety.
  • 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_69ab4c3f2dcc819082df80f5e032f690 completed March 6, 2026, 9:50 p.m.
NER Named-entity recognition batch_69abd90046dc81908bab3440733f1e98 completed March 7, 2026, 7:51 a.m.
NED1 Entity disambiguation (via context triple) batch_69af98c2bde8819085fbe1e5221be88d completed March 10, 2026, 4:06 a.m.
NEDg Description generation batch_69af992fafc88190a95b09b7aebeb5a9 completed March 10, 2026, 4:08 a.m.
NED2 Entity disambiguation (via description) batch_69af9983ff8881909273212c6fc6a218 completed March 10, 2026, 4:09 a.m.
Created at: March 6, 2026, 9:53 p.m.