Triple

T9967723
Position Surface form Disambiguated ID Type / Status
Subject Agent Smith E195726 entity
Predicate affiliation P10 FINISHED
Object Machines
The Machines are a powerful, sentient artificial intelligence civilization that rules over humanity and the simulated reality in the Matrix franchise.
E832026 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: Machines | Statement: [Agent Smith, affiliation, Machines]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Machines
Context triple: [Agent Smith, affiliation, Machines]
  • A. Machine
    Machine is a professional ultimate frisbee team based in Chicago, Illinois, competing at the elite club level in USA Ultimate competitions.
  • B. Man and Machine
    "Man and Machine" is a key chapter in Peter Thiel’s book "Zero to One" that explores how humans and computers can best complement each other in creating innovative, future-defining technologies.
  • C. Bombe machines
    Bombe machines were electro-mechanical devices used during World War II to help decrypt German Enigma-encrypted communications by automating the search for cipher settings.
  • D. MechE
    MechE is a common abbreviation for the academic and professional field of mechanical engineering, which focuses on the design, analysis, and manufacture of mechanical systems.
  • E. Automat
    "Automat" is a 1927 oil painting by American realist artist Edward Hopper, depicting a solitary woman seated in a self-service restaurant under stark electric light, emblematic of urban isolation and modern alienation.
  • 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: Machines
Triple: [Agent Smith, affiliation, Machines]
Generated description
The Machines are a powerful, sentient artificial intelligence civilization that rules over humanity and the simulated reality in the Matrix franchise.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Machines
Target entity description: The Machines are a powerful, sentient artificial intelligence civilization that rules over humanity and the simulated reality in the Matrix franchise.
  • A. Machine
    Machine is a professional ultimate frisbee team based in Chicago, Illinois, competing at the elite club level in USA Ultimate competitions.
  • B. Man and Machine
    "Man and Machine" is a key chapter in Peter Thiel’s book "Zero to One" that explores how humans and computers can best complement each other in creating innovative, future-defining technologies.
  • C. Bombe machines
    Bombe machines were electro-mechanical devices used during World War II to help decrypt German Enigma-encrypted communications by automating the search for cipher settings.
  • D. MechE
    MechE is a common abbreviation for the academic and professional field of mechanical engineering, which focuses on the design, analysis, and manufacture of mechanical systems.
  • E. Automat
    "Automat" is a 1927 oil painting by American realist artist Edward Hopper, depicting a solitary woman seated in a self-service restaurant under stark electric light, emblematic of urban isolation and modern alienation.
  • 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_69ca82ebd1288190912f9e4482d1fa35 completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cdb71f9d7c8190ac02c53052c1c6ad completed April 2, 2026, 12:23 a.m.
NED1 Entity disambiguation (via context triple) batch_69d23db701b881909bb986a32df4349b completed April 5, 2026, 10:47 a.m.
NEDg Description generation batch_69d23f35049c8190a71a88f5dd686596 completed April 5, 2026, 10:53 a.m.
NED2 Entity disambiguation (via description) batch_69d24097d4008190b7a9e7638cd9a972 completed April 5, 2026, 10:59 a.m.
Created at: March 30, 2026, 8:47 p.m.