Triple

T12530475
Position Surface form Disambiguated ID Type / Status
Subject Matthew Lillard E299548 entity
Predicate characterPortrayed P1507 FINISHED
Object Cereal Killer
Cereal Killer is the eccentric, hacker alter ego portrayed by Matthew Lillard in the 1995 cyberpunk film "Hackers."
E986264 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: Cereal Killer | Statement: [Matthew Lillard, characterPortrayed, Cereal Killer]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Cereal Killer
Context triple: [Matthew Lillard, characterPortrayed, Cereal Killer]
  • A. Goodbye Bread
    "Goodbye Bread" is a 2011 garage and psychedelic rock album by American musician Ty Segall, noted for its more melodic, songwriter-focused approach compared to his earlier, noisier work.
  • B. The Biscuit Eater
    The Biscuit Eater is a 1940 American drama film about a boy and his misfit bird dog, directed by Stuart Heisler and later remade by Disney in 1972.
  • C. The Mess
    "The Mess" is a song that appears as the B-side to the single "My Love."
  • D. Special K
    Special K is a music producer best known for his work with the hip hop group Conspiracy.
  • E. Special K
    Special K is a popular Kellogg’s breakfast cereal brand known for its lightly toasted flakes and association with weight management and healthy eating.
  • 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: Cereal Killer
Triple: [Matthew Lillard, characterPortrayed, Cereal Killer]
Generated description
Cereal Killer is the eccentric, hacker alter ego portrayed by Matthew Lillard in the 1995 cyberpunk film "Hackers."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Cereal Killer
Target entity description: Cereal Killer is the eccentric, hacker alter ego portrayed by Matthew Lillard in the 1995 cyberpunk film "Hackers."
  • A. Goodbye Bread
    "Goodbye Bread" is a 2011 garage and psychedelic rock album by American musician Ty Segall, noted for its more melodic, songwriter-focused approach compared to his earlier, noisier work.
  • B. The Biscuit Eater
    The Biscuit Eater is a 1940 American drama film about a boy and his misfit bird dog, directed by Stuart Heisler and later remade by Disney in 1972.
  • C. The Mess
    "The Mess" is a song that appears as the B-side to the single "My Love."
  • D. Special K
    Special K is a music producer best known for his work with the hip hop group Conspiracy.
  • E. Special K
    Special K is a popular Kellogg’s breakfast cereal brand known for its lightly toasted flakes and association with weight management and healthy eating.
  • 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_69d6ada5cdd48190860d9ce30aff69be completed April 8, 2026, 7:33 p.m.
NER Named-entity recognition batch_69d95469d100819087c83bc55e3ec9ce completed April 10, 2026, 7:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69f64bc674e881908673e1f9103cc8be completed May 2, 2026, 7:08 p.m.
NEDg Description generation batch_69f64c7d337c81909ee9ea52158a756f completed May 2, 2026, 7:11 p.m.
NED2 Entity disambiguation (via description) batch_69f64d653b988190b11d061f55ef7192 completed May 2, 2026, 7:15 p.m.
Created at: April 8, 2026, 9:57 p.m.