Triple

T957541
Position Surface form Disambiguated ID Type / Status
Subject Aircrack-ng E20656 entity
Predicate component P35 FINISHED
Object airmon-zc (newer monitor mode script)
airmon-zc is an updated Aircrack-ng utility script that automates enabling, managing, and troubleshooting wireless interface monitor mode on Linux systems.
 E113268 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: airmon-zc (newer monitor mode script) | Statement: [Aircrack-ng, component, airmon-zc (newer monitor mode script)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: airmon-zc (newer monitor mode script)
Context triple: [Aircrack-ng, component, airmon-zc (newer monitor mode script)]
  • 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. airserv-ng (remote capture daemon)
    airserv-ng is a network daemon in the Aircrack-ng suite that enables remote wireless packet capture by exposing a wireless interface over TCP for use by other tools.
  • C. 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.
  • D. Wireshark
    Wireshark is a widely used open-source network protocol analyzer that captures and interactively inspects traffic on computer networks for troubleshooting, analysis, and security auditing.
  • E. IEEE 802.11
    IEEE 802.11 is a family of wireless networking standards that define the protocols for implementing Wi‑Fi local area networks.
  • 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: airmon-zc (newer monitor mode script)
Triple: [Aircrack-ng, component, airmon-zc (newer monitor mode script)]
Generated description
airmon-zc is an updated Aircrack-ng utility script that automates enabling, managing, and troubleshooting wireless interface monitor mode on Linux systems.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: airmon-zc (newer monitor mode script)
Target entity description: airmon-zc is an updated Aircrack-ng utility script that automates enabling, managing, and troubleshooting wireless interface monitor mode on Linux systems.
  • 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. airserv-ng (remote capture daemon)
    airserv-ng is a network daemon in the Aircrack-ng suite that enables remote wireless packet capture by exposing a wireless interface over TCP for use by other tools.
  • C. 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.
  • D. Wireshark
    Wireshark is a widely used open-source network protocol analyzer that captures and interactively inspects traffic on computer networks for troubleshooting, analysis, and security auditing.
  • E. IEEE 802.11
    IEEE 802.11 is a family of wireless networking standards that define the protocols for implementing Wi‑Fi local area networks.
  • 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_69ac11a212f08190ae2aad947226d09c completed March 7, 2026, 11:53 a.m.
NEDg Description generation batch_69ac131c23f08190bbdfba76728c8e9f completed March 7, 2026, 11:59 a.m.
NED2 Entity disambiguation (via description) batch_69ac139f1db48190968763d8ae34658d completed March 7, 2026, 12:01 p.m.
Created at: March 1, 2026, 7:40 p.m.