Triple

T4035701
Position Surface form Disambiguated ID Type / Status
Subject Person of Interest E83821 entity
Predicate hasArtificialIntelligence P48031 FINISHED
Object The Machine
The Machine is a powerful, clandestine artificial superintelligence from the TV series "Person of Interest" that predicts violent crimes by analyzing global surveillance data.
E407862 NE FINISHED

How this triple was built (5 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: The Machine | Statement: [Person of Interest, hasArtificialIntelligence, The Machine]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Machine
Context triple: [Person of Interest, hasArtificialIntelligence, The Machine]
  • A. The Machine
    The Machine is the nickname of Albert Pujols, a Dominican-American former Major League Baseball first baseman renowned for his remarkably consistent and powerful hitting.
  • B. La Máquina
    La Máquina is the popular nickname of Mexican football club Cruz Azul, highlighting its reputation as a powerful, relentless team.
  • C. The Machine of the World
    The Machine of the World is a famous allegorical vision in Luís de Camões’ epic poem *Os Lusíadas*, in which the cosmos and its secrets are revealed to the Portuguese explorers.
  • D. Bone Machine
    "Bone Machine" is the opening track of the Pixies' influential 1988 album *Surfer Rosa*, known for its raw sound and surreal, fragmented lyrics.
  • E. The Human Machine
    The Human Machine is a classic art instruction book by George Bridgman that analyzes human anatomy and mechanics to help artists draw the figure more convincingly.
  • 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: The Machine
Triple: [Person of Interest, hasArtificialIntelligence, The Machine]
Generated description
The Machine is a powerful, clandestine artificial superintelligence from the TV series "Person of Interest" that predicts violent crimes by analyzing global surveillance data.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Machine
Target entity description: The Machine is a powerful, clandestine artificial superintelligence from the TV series "Person of Interest" that predicts violent crimes by analyzing global surveillance data.
  • A. The Machine
    The Machine is the nickname of Albert Pujols, a Dominican-American former Major League Baseball first baseman renowned for his remarkably consistent and powerful hitting.
  • B. La Máquina
    La Máquina is the popular nickname of Mexican football club Cruz Azul, highlighting its reputation as a powerful, relentless team.
  • C. The Machine of the World
    The Machine of the World is a famous allegorical vision in Luís de Camões’ epic poem *Os Lusíadas*, in which the cosmos and its secrets are revealed to the Portuguese explorers.
  • D. Bone Machine
    "Bone Machine" is the opening track of the Pixies' influential 1988 album *Surfer Rosa*, known for its raw sound and surreal, fragmented lyrics.
  • E. The Human Machine
    The Human Machine is a classic art instruction book by George Bridgman that analyzes human anatomy and mechanics to help artists draw the figure more convincingly.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasArtificialIntelligence
Context triple: [Person of Interest, hasArtificialIntelligence, The Machine]
  • A. hasAI chosen
    Indicates that one entity possesses, incorporates, or is equipped with an artificial intelligence system.
  • B. isArtificial
    Indicates that an entity is man-made or produced by human design rather than occurring naturally.
  • C. typeOfIntelligence
    Indicates that one entity is a specific kind or category of intelligence in relation to another entity.
  • D. isCapableOf
    Indicates that an entity has the ability or capacity to perform a particular action or function.
  • E. hasSupercomputer
    Indicates that an entity possesses, controls, or is equipped with a supercomputer.
  • F. None of above.

Provenance (6 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_69aed92f7cf0819098e0539bdcc3767f completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aefb132f6c8190937acd35a6a5a9e4 completed March 9, 2026, 4:53 p.m.
NED1 Entity disambiguation (via context triple) batch_69b556415ebc8190a528c7e22dbf70df completed March 14, 2026, 12:36 p.m.
NEDg Description generation batch_69b556efc2148190a66e732e09e4fc21 completed March 14, 2026, 12:39 p.m.
NED2 Entity disambiguation (via description) batch_69b5575de0e88190843f1fcbc12c9dd5 completed March 14, 2026, 12:41 p.m.
PD Predicate disambiguation batch_69aef8fe440c819093a7fa22c4ff3f1a completed March 9, 2026, 4:44 p.m.
Created at: March 9, 2026, 3:36 p.m.