Triple

T4980171
Position Surface form Disambiguated ID Type / Status
Subject Reaver (WPS attack tool) E111863 entity
Predicate usesProtocol P203 FINISHED
Object Wi‑Fi Protected Setup
Wi‑Fi Protected Setup is a network security standard designed to simplify the process of connecting devices to a wireless network, but it is widely known for serious vulnerabilities that can expose Wi‑Fi passwords to attackers.
E484056 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: Wi‑Fi Protected Setup | Statement: [Reaver (WPS attack tool), usesProtocol, Wi‑Fi Protected Setup]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Wi‑Fi Protected Setup
Context triple: [Reaver (WPS attack tool), usesProtocol, Wi‑Fi Protected Setup]
  • A. Wi‑Fi Protected Access
    Wi‑Fi Protected Access is a family of security protocols designed to protect wireless computer networks by providing stronger data encryption and user authentication than earlier Wi‑Fi standards.
  • B. Wi‑Fi Alliance
    The Wi‑Fi Alliance is a global non-profit industry association that develops Wi‑Fi standards, certifies wireless products for interoperability, and promotes Wi‑Fi technology worldwide.
  • C. Wi‑Fi Direct
    Wi‑Fi Direct is a wireless technology standard that allows devices to connect directly to each other without requiring a traditional Wi‑Fi network or router.
  • D. IEEE 802.11i
    IEEE 802.11i is a Wi‑Fi security standard that enhances wireless network protection by defining robust encryption and authentication mechanisms, including WPA2.
  • E. Wi‑Fi
    Wi‑Fi is a widely used wireless networking technology that allows devices to connect to the internet and communicate over local area networks using radio waves.
  • 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: Wi‑Fi Protected Setup
Triple: [Reaver (WPS attack tool), usesProtocol, Wi‑Fi Protected Setup]
Generated description
Wi‑Fi Protected Setup is a network security standard designed to simplify the process of connecting devices to a wireless network, but it is widely known for serious vulnerabilities that can expose Wi‑Fi passwords to attackers.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Wi‑Fi Protected Setup
Target entity description: Wi‑Fi Protected Setup is a network security standard designed to simplify the process of connecting devices to a wireless network, but it is widely known for serious vulnerabilities that can expose Wi‑Fi passwords to attackers.
  • A. Wi‑Fi Protected Access
    Wi‑Fi Protected Access is a family of security protocols designed to protect wireless computer networks by providing stronger data encryption and user authentication than earlier Wi‑Fi standards.
  • B. Wi‑Fi Alliance
    The Wi‑Fi Alliance is a global non-profit industry association that develops Wi‑Fi standards, certifies wireless products for interoperability, and promotes Wi‑Fi technology worldwide.
  • C. Wi‑Fi Direct
    Wi‑Fi Direct is a wireless technology standard that allows devices to connect directly to each other without requiring a traditional Wi‑Fi network or router.
  • D. IEEE 802.11i
    IEEE 802.11i is a Wi‑Fi security standard that enhances wireless network protection by defining robust encryption and authentication mechanisms, including WPA2.
  • E. Wi‑Fi
    Wi‑Fi is a widely used wireless networking technology that allows devices to connect to the internet and communicate over local area networks using radio waves.
  • 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_69bd441adc208190b70a033a0741d01e completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd7251b7648190bbb0acf0b9148ae6 completed March 20, 2026, 4:14 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.
Created at: March 20, 2026, 1:33 p.m.