Triple

T4980172
Position Surface form Disambiguated ID Type / Status
Subject Reaver (WPS attack tool) E111863 entity
Predicate targetProtocol P60776 FINISHED
Object WPS
WPS (Wi-Fi Protected Setup) is a wireless network security standard designed to simplify the process of connecting devices to a Wi-Fi network, but it is widely known for serious security vulnerabilities that make it susceptible to brute-force attacks.
E484057 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: WPS | Statement: [Reaver (WPS attack tool), targetProtocol, WPS]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: WPS
Context triple: [Reaver (WPS attack tool), targetProtocol, WPS]
  • A. WPS
    WPS was a top-tier professional women’s soccer league in the United States that operated from 2009 to 2012.
  • B. Word
    Word is Microsoft’s widely used word processing application for creating, editing, and formatting text documents.
  • C. LibreOffice
    LibreOffice is a free, open-source office productivity suite that provides word processing, spreadsheets, presentations, and other tools as an alternative to proprietary software like Microsoft Office.
  • D. WordPad
    WordPad is a basic word processing application for Microsoft Windows that offers more features than Notepad but fewer than full office suites like Microsoft Word.
  • E. Microsoft Office
    Microsoft Office is a widely used suite of productivity applications developed by Microsoft, including programs for word processing, spreadsheets, presentations, email, and more.
  • 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: WPS
Triple: [Reaver (WPS attack tool), targetProtocol, WPS]
Generated description
WPS (Wi-Fi Protected Setup) is a wireless network security standard designed to simplify the process of connecting devices to a Wi-Fi network, but it is widely known for serious security vulnerabilities that make it susceptible to brute-force attacks.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: WPS
Target entity description: WPS (Wi-Fi Protected Setup) is a wireless network security standard designed to simplify the process of connecting devices to a Wi-Fi network, but it is widely known for serious security vulnerabilities that make it susceptible to brute-force attacks.
  • A. WPS
    WPS was a top-tier professional women’s soccer league in the United States that operated from 2009 to 2012.
  • B. Word
    Word is Microsoft’s widely used word processing application for creating, editing, and formatting text documents.
  • C. LibreOffice
    LibreOffice is a free, open-source office productivity suite that provides word processing, spreadsheets, presentations, and other tools as an alternative to proprietary software like Microsoft Office.
  • D. WordPad
    WordPad is a basic word processing application for Microsoft Windows that offers more features than Notepad but fewer than full office suites like Microsoft Word.
  • E. Microsoft Office
    Microsoft Office is a widely used suite of productivity applications developed by Microsoft, including programs for word processing, spreadsheets, presentations, email, and more.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: targetProtocol
Context triple: [Reaver (WPS attack tool), targetProtocol, WPS]
  • A. transportProtocol
    Indicates the communication protocol used to transport data between entities in a networked interaction.
  • B. supportedProtocol
    Indicates that one entity is compatible with, implements, or can operate using a specified communication or interaction protocol.
  • C. specifiesProtocol
    Indicates that one entity defines or designates the communication or interaction protocol to be used by another entity.
  • D. protocolName
    Indicates the specific communication or interaction protocol used or associated with an entity or connection.
  • E. securesProtocol
    Indicates that one entity protects, safeguards, or enforces the security of a communication or operational protocol for 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_69bd441adc208190b70a033a0741d01e completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd730a7590819088ab8d49c5c88c2f completed March 20, 2026, 4:17 p.m.
NED1 Entity disambiguation (via context triple) batch_69be8a0f90048190998dad99555891c0 completed March 21, 2026, 12:07 p.m.
NEDg Description generation batch_69be8aec16748190922d3b9de523b1ae completed March 21, 2026, 12:11 p.m.
NED2 Entity disambiguation (via description) batch_69be8b80af18819091efdfe242b7b477 completed March 21, 2026, 12:13 p.m.
PD Predicate disambiguation batch_69bd7146e6e881908a55ab2756b631f6 completed March 20, 2026, 4:09 p.m.
PDg Predicate description generation batch_69bd73089f548190834103366e24ab40 completed March 20, 2026, 4:17 p.m.
Created at: March 20, 2026, 1:33 p.m.