Triple

T1774004
Position Surface form Disambiguated ID Type / Status
Subject AppleTalk E38936 entity
Predicate defaultPrintingProtocol P31499 FINISHED
Object Printer Access Protocol
Printer Access Protocol is a network printing protocol used in AppleTalk environments to manage communication between computers and printers.
E200280 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: Printer Access Protocol | Statement: [AppleTalk, defaultPrintingProtocol, Printer Access Protocol]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Printer Access Protocol
Context triple: [AppleTalk, defaultPrintingProtocol, Printer Access Protocol]
  • A. CUPS
    CUPS (Common UNIX Printing System) is an open-source modular printing system for Unix-like operating systems that manages print jobs and queues using the Internet Printing Protocol (IPP).
  • B. Network-aware Print Manager
    Network-aware Print Manager is a Windows for Workgroups utility that manages and coordinates printing tasks across networked printers and shared print resources.
  • C. HP DeskJet printers
    HP DeskJet printers are a popular line of affordable inkjet printers from Hewlett-Packard designed for home and small office use.
  • D. PostScript
    PostScript is a page description and programming language widely used in desktop publishing and printing to precisely define the layout and appearance of text and graphics.
  • E. HP LaserJet printers
    HP LaserJet printers are a widely used line of laser printers known for their reliability, speed, and print quality in both office and home environments.
  • 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: Printer Access Protocol
Triple: [AppleTalk, defaultPrintingProtocol, Printer Access Protocol]
Generated description
Printer Access Protocol is a network printing protocol used in AppleTalk environments to manage communication between computers and printers.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Printer Access Protocol
Target entity description: Printer Access Protocol is a network printing protocol used in AppleTalk environments to manage communication between computers and printers.
  • A. CUPS
    CUPS (Common UNIX Printing System) is an open-source modular printing system for Unix-like operating systems that manages print jobs and queues using the Internet Printing Protocol (IPP).
  • B. Network-aware Print Manager
    Network-aware Print Manager is a Windows for Workgroups utility that manages and coordinates printing tasks across networked printers and shared print resources.
  • C. HP DeskJet printers
    HP DeskJet printers are a popular line of affordable inkjet printers from Hewlett-Packard designed for home and small office use.
  • D. PostScript
    PostScript is a page description and programming language widely used in desktop publishing and printing to precisely define the layout and appearance of text and graphics.
  • E. HP LaserJet printers
    HP LaserJet printers are a widely used line of laser printers known for their reliability, speed, and print quality in both office and home environments.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: defaultPrintingProtocol
Context triple: [AppleTalk, defaultPrintingProtocol, Printer Access Protocol]
  • A. printingMethod
    Indicates the technique or process used to produce a printed item or image.
  • B. projectionPrintType
    Indicates the method or format by which a projection is printed or rendered (e.g., type or style of the projection output).
  • C. defaultStandardOutput
    Indicates that the specified output channel or format is used as the normal or fallback destination for results when no alternative is explicitly chosen.
  • D. hasPrintFeature
    Indicates that an entity possesses a specific printing-related characteristic or capability.
  • E. printingAuthority
    Indicates the entity responsible for producing or issuing a physical or printed version of another entity.
  • F. None of above. chosen

Provenance (7 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_69a8862e61708190af97b9838cc3f5de completed March 4, 2026, 7:21 p.m.
NER Named-entity recognition batch_69ab17e368048190b7b73d156400f772 completed March 6, 2026, 6:07 p.m.
NED1 Entity disambiguation (via context triple) batch_69ada9982d208190b0c29ee1141e91b0 completed March 8, 2026, 4:53 p.m.
NEDg Description generation batch_69adab0295b8819092cb51082337b97b completed March 8, 2026, 4:59 p.m.
NED2 Entity disambiguation (via description) batch_69adaea83bfc8190a526d5f2bd460e4c completed March 8, 2026, 5:15 p.m.
PD Predicate disambiguation batch_69aa61cd4c1c8190a8dff391f5642bfe completed March 6, 2026, 5:10 a.m.
PDg Predicate description generation batch_69ab17d0a644819087e6ce39d6c60da5 completed March 6, 2026, 6:07 p.m.
Created at: March 4, 2026, 7:31 p.m.