Triple
T957589
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Aircrack-ng |
E20656
|
entity |
| Predicate | relatedProject |
P2830
|
FINISHED |
| Object |
Reaver (WPS attack tool)
Reaver is a specialized Wi-Fi security tool designed to exploit vulnerabilities in the WPS (Wi-Fi Protected Setup) protocol in order to recover WPA/WPA2 passphrases.
|
E111863
|
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: Reaver (WPS attack tool) | Statement: [Aircrack-ng, relatedProject, Reaver (WPS attack tool)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Reaver (WPS attack tool) Context triple: [Aircrack-ng, relatedProject, Reaver (WPS attack tool)]
-
A.
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.
-
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.
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.
-
D.
Kali Linux
Kali Linux is a Debian-based Linux distribution specifically designed for digital forensics and penetration testing, widely used by security professionals and ethical hackers.
-
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: Reaver (WPS attack tool) Triple: [Aircrack-ng, relatedProject, Reaver (WPS attack tool)]
Generated description
Reaver is a specialized Wi-Fi security tool designed to exploit vulnerabilities in the WPS (Wi-Fi Protected Setup) protocol in order to recover WPA/WPA2 passphrases.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Reaver (WPS attack tool) Target entity description: Reaver is a specialized Wi-Fi security tool designed to exploit vulnerabilities in the WPS (Wi-Fi Protected Setup) protocol in order to recover WPA/WPA2 passphrases.
-
A.
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.
-
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.
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.
-
D.
Kali Linux
Kali Linux is a Debian-based Linux distribution specifically designed for digital forensics and penetration testing, widely used by security professionals and ethical hackers.
-
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_69a493b21f2881908132dcf45dcd2f36 |
completed | March 1, 2026, 7:29 p.m. |
| NER | Named-entity recognition | batch_69a4b3fac2bc8190a66feb70c68899b2 |
completed | March 1, 2026, 9:47 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a933b259d08190b03989e2b1575085 |
completed | March 5, 2026, 7:41 a.m. |
| NEDg | Description generation | batch_69a93e872ac4819098fd5d58ce4e5946 |
completed | March 5, 2026, 8:27 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a94f56518c8190b20f30f9d220c101 |
completed | March 5, 2026, 9:39 a.m. |
Created at: March 1, 2026, 7:40 p.m.