Triple

T957588
Position Surface form Disambiguated ID Type / Status
Subject Aircrack-ng E20656 entity
Predicate relatedProject P2830 FINISHED
Object Hashcat
Hashcat is a high-performance, open-source password recovery and cracking tool that supports numerous hashing algorithms and leverages GPU acceleration for speed.
E111862 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: Hashcat | Statement: [Aircrack-ng, relatedProject, Hashcat]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hashcat
Context triple: [Aircrack-ng, relatedProject, Hashcat]
  • 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. Bootle
    Bootle is a town in the Metropolitan Borough of Sefton in Merseyside, England, situated just north of Liverpool and historically known for its docks and industrial heritage.
  • C. 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.
  • D. ACKTR
    ACKTR (Actor-Critic using Kronecker-Factored Trust Region) is a reinforcement learning algorithm that combines actor-critic methods with efficient second-order optimization via Kronecker-factored approximations to improve training stability and sample efficiency.
  • E. BitC
    BitC is a systems programming language designed for safety, low-level control, and formal verification, drawing on ideas from Modula-3 and capability-based security.
  • 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: Hashcat
Triple: [Aircrack-ng, relatedProject, Hashcat]
Generated description
Hashcat is a high-performance, open-source password recovery and cracking tool that supports numerous hashing algorithms and leverages GPU acceleration for speed.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hashcat
Target entity description: Hashcat is a high-performance, open-source password recovery and cracking tool that supports numerous hashing algorithms and leverages GPU acceleration for speed.
  • 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. Bootle
    Bootle is a town in the Metropolitan Borough of Sefton in Merseyside, England, situated just north of Liverpool and historically known for its docks and industrial heritage.
  • C. 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.
  • D. ACKTR
    ACKTR (Actor-Critic using Kronecker-Factored Trust Region) is a reinforcement learning algorithm that combines actor-critic methods with efficient second-order optimization via Kronecker-factored approximations to improve training stability and sample efficiency.
  • E. BitC
    BitC is a systems programming language designed for safety, low-level control, and formal verification, drawing on ideas from Modula-3 and capability-based security.
  • 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.