Triple

T3785273
Position Surface form Disambiguated ID Type / Status
Subject The Matrix Resurrections E85514 entity
Predicate character P662 FINISHED
Object Bugs
Bugs is a blue-haired human resistance captain in "The Matrix Resurrections" who helps free Neo and serves as a key new protagonist in the film.
 E387867 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: Bugs | Statement: [The Matrix Resurrections, character, Bugs]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bugs
Context triple: [The Matrix Resurrections, character, Bugs]
  • A. Bug
    The Volkswagen Beetle, commonly called the Bug, is an iconic compact car originally designed in the 1930s that became one of the best-selling and most recognizable automobiles in history.
  • B. Bug
    Bug is a 2006 psychological horror film directed by William Friedkin, adapted from Tracy Letts' play about paranoia and delusion consuming two isolated characters in a seedy motel room.
  • C. Bug
    Bug is a major river in Eastern Europe that flows through Ukraine, Belarus, and Poland before joining the Narew River.
  • D. Pest
    Pest is a streetwise teenage gang member from the South London sci-fi film "Attack the Block," known for his comic relief and loyalty during the alien invasion.
  • E. Pest
    Pest is the historic eastern part of modern-day Budapest, known as a former independent city on the flat bank of the Danube that later merged with Buda and Óbuda.
  • 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: Bugs
Triple: [The Matrix Resurrections, character, Bugs]
Generated description
Bugs is a blue-haired human resistance captain in "The Matrix Resurrections" who helps free Neo and serves as a key new protagonist in the film.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bugs
Target entity description: Bugs is a blue-haired human resistance captain in "The Matrix Resurrections" who helps free Neo and serves as a key new protagonist in the film.
  • A. Bug
    The Volkswagen Beetle, commonly called the Bug, is an iconic compact car originally designed in the 1930s that became one of the best-selling and most recognizable automobiles in history.
  • B. Bug
    Bug is a 2006 psychological horror film directed by William Friedkin, adapted from Tracy Letts' play about paranoia and delusion consuming two isolated characters in a seedy motel room.
  • C. Bug
    Bug is a major river in Eastern Europe that flows through Ukraine, Belarus, and Poland before joining the Narew River.
  • D. Pest
    Pest is a streetwise teenage gang member from the South London sci-fi film "Attack the Block," known for his comic relief and loyalty during the alien invasion.
  • E. Pest
    Pest is the historic eastern part of modern-day Budapest, known as a former independent city on the flat bank of the Danube that later merged with Buda and Óbuda.
  • 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_69aed937fa8881908208ef3801060826 completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aee3dd80f08190a1704521a764e22c completed March 9, 2026, 3:14 p.m.
NED1 Entity disambiguation (via context triple) batch_69b4f04a35448190a57f431ef703b1e1 completed March 14, 2026, 5:21 a.m.
NEDg Description generation batch_69b4f159d7e88190a76d51378ba141d3 completed March 14, 2026, 5:25 a.m.
NED2 Entity disambiguation (via description) batch_69b4f220f9388190b2c3615f713f01f2 completed March 14, 2026, 5:29 a.m.
Created at: March 9, 2026, 3:13 p.m.