Triple

T165928
Position Surface form Disambiguated ID Type / Status
Subject Wired Equivalent Privacy E3014 entity
Predicate attackToolExample P5659 FINISHED
Object Aircrack‑ng
Aircrack‑ng is an open-source suite of tools used for auditing and cracking Wi‑Fi network security, including WEP and WPA/WPA2 encryption.
E20656 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: Aircrack‑ng | Statement: [Wired Equivalent Privacy, attackToolExample, Aircrack‑ng]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Aircrack‑ng
Context triple: [Wired Equivalent Privacy, attackToolExample, Aircrack‑ng]
  • 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. WPA
    The WPA (Works Progress Administration) was a New Deal agency that provided millions of jobs to unemployed Americans through public works and arts projects during the Great Depression.
  • C. IEEE 802.11
    IEEE 802.11 is a family of wireless networking standards that define the protocols for implementing Wi‑Fi local area networks.
  • D. Wired Equivalent Privacy
    Wired Equivalent Privacy (WEP) is an early and now largely obsolete Wi‑Fi security protocol known for its weak encryption and significant vulnerabilities.
  • E. 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.
  • 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: Aircrack‑ng
Triple: [Wired Equivalent Privacy, attackToolExample, Aircrack‑ng]
Generated description
Aircrack‑ng is an open-source suite of tools used for auditing and cracking Wi‑Fi network security, including WEP and WPA/WPA2 encryption.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Aircrack‑ng
Target entity description: Aircrack‑ng is an open-source suite of tools used for auditing and cracking Wi‑Fi network security, including WEP and WPA/WPA2 encryption.
  • 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. WPA
    The WPA (Works Progress Administration) was a New Deal agency that provided millions of jobs to unemployed Americans through public works and arts projects during the Great Depression.
  • C. IEEE 802.11
    IEEE 802.11 is a family of wireless networking standards that define the protocols for implementing Wi‑Fi local area networks.
  • D. Wired Equivalent Privacy
    Wired Equivalent Privacy (WEP) is an early and now largely obsolete Wi‑Fi security protocol known for its weak encryption and significant vulnerabilities.
  • E. 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.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: attackToolExample
Context triple: [Wired Equivalent Privacy, attackToolExample, Aircrack‑ng]
  • A. attackType
    Indicates the specific method, style, or category of attack used in an aggressive or hostile action between entities.
  • B. attacker
    Indicates a relationship where one entity initiates a harmful or hostile action against another entity.
  • C. weaponsUsed
    Indicates that one entity employed or utilized another entity as a weapon in carrying out an action or event.
  • D. usedWeapon
    Indicates that an entity employed a specific weapon as the means or tool to carry out an action or event.
  • E. mainAttacker
    Indicates that an entity is the primary or leading aggressor responsible for initiating or carrying out an attack against 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_69a2524ce1e48190ab066bf72859f474 completed Feb. 28, 2026, 2:26 a.m.
NER Named-entity recognition batch_69a25883ac8481909616b2179561bd98 completed Feb. 28, 2026, 2:52 a.m.
NED1 Entity disambiguation (via context triple) batch_69a2db55b2808190bb120e6f266bd26b completed Feb. 28, 2026, 12:11 p.m.
NEDg Description generation batch_69a2dbc9285081908ce873c8ec56c36f completed Feb. 28, 2026, 12:12 p.m.
NED2 Entity disambiguation (via description) batch_69a2e05353808190a0392ea04cecdb43 completed Feb. 28, 2026, 12:32 p.m.
PD Predicate disambiguation batch_69a25664ba8081908ac298511a9fc5ba completed Feb. 28, 2026, 2:43 a.m.
PDg Predicate description generation batch_69a256eb46ec81909c730000e5041d0d completed Feb. 28, 2026, 2:46 a.m.
Created at: Feb. 28, 2026, 2:34 a.m.