Triple
T957556
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Aircrack-ng |
E20656
|
entity |
| Predicate | supportsFeature |
P203
|
FINISHED |
| Object |
chopchop attack
The chopchop attack is a cryptographic technique used against WEP-encrypted Wi-Fi networks to progressively decrypt packets without knowing the encryption key.
|
E111859
|
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: chopchop attack | Statement: [Aircrack-ng, supportsFeature, chopchop attack]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: chopchop attack Context triple: [Aircrack-ng, supportsFeature, chopchop attack]
-
A.
Custom House attack
The Custom House attack was a major 1921 operation by the Irish Republican Army in Dublin, where they burned the British administrative headquarters to disrupt colonial governance during the Irish War of Independence.
-
B.
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.
-
C.
Revenge of the Hackers
Revenge of the Hackers is an essay by open-source advocate Eric S. Raymond that chronicles the rise of the open-source movement and the cultural shift it brought to the software industry.
-
D.
CSP
CSP is the commonly used abbreviation for the Conference of the States Parties, the main decision-making body overseeing implementation of the Chemical Weapons Convention.
-
E.
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.
- 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: chopchop attack Triple: [Aircrack-ng, supportsFeature, chopchop attack]
Generated description
The chopchop attack is a cryptographic technique used against WEP-encrypted Wi-Fi networks to progressively decrypt packets without knowing the encryption key.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: chopchop attack Target entity description: The chopchop attack is a cryptographic technique used against WEP-encrypted Wi-Fi networks to progressively decrypt packets without knowing the encryption key.
-
A.
Custom House attack
The Custom House attack was a major 1921 operation by the Irish Republican Army in Dublin, where they burned the British administrative headquarters to disrupt colonial governance during the Irish War of Independence.
-
B.
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.
-
C.
Revenge of the Hackers
Revenge of the Hackers is an essay by open-source advocate Eric S. Raymond that chronicles the rise of the open-source movement and the cultural shift it brought to the software industry.
-
D.
CSP
CSP is the commonly used abbreviation for the Conference of the States Parties, the main decision-making body overseeing implementation of the Chemical Weapons Convention.
-
E.
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.
- 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.