Triple
T4980172
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Reaver (WPS attack tool) |
E111863
|
entity |
| Predicate | targetProtocol |
P60776
|
FINISHED |
| Object |
WPS
WPS (Wi-Fi Protected Setup) is a wireless network security standard designed to simplify the process of connecting devices to a Wi-Fi network, but it is widely known for serious security vulnerabilities that make it susceptible to brute-force attacks.
|
E484057
|
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: WPS | Statement: [Reaver (WPS attack tool), targetProtocol, WPS]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: WPS Context triple: [Reaver (WPS attack tool), targetProtocol, WPS]
-
A.
WPS
WPS was a top-tier professional women’s soccer league in the United States that operated from 2009 to 2012.
-
B.
Word
Word is Microsoft’s widely used word processing application for creating, editing, and formatting text documents.
-
C.
LibreOffice
LibreOffice is a free, open-source office productivity suite that provides word processing, spreadsheets, presentations, and other tools as an alternative to proprietary software like Microsoft Office.
-
D.
WordPad
WordPad is a basic word processing application for Microsoft Windows that offers more features than Notepad but fewer than full office suites like Microsoft Word.
-
E.
Microsoft Office
Microsoft Office is a widely used suite of productivity applications developed by Microsoft, including programs for word processing, spreadsheets, presentations, email, and more.
- 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: WPS Triple: [Reaver (WPS attack tool), targetProtocol, WPS]
Generated description
WPS (Wi-Fi Protected Setup) is a wireless network security standard designed to simplify the process of connecting devices to a Wi-Fi network, but it is widely known for serious security vulnerabilities that make it susceptible to brute-force attacks.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: WPS Target entity description: WPS (Wi-Fi Protected Setup) is a wireless network security standard designed to simplify the process of connecting devices to a Wi-Fi network, but it is widely known for serious security vulnerabilities that make it susceptible to brute-force attacks.
-
A.
WPS
WPS was a top-tier professional women’s soccer league in the United States that operated from 2009 to 2012.
-
B.
Word
Word is Microsoft’s widely used word processing application for creating, editing, and formatting text documents.
-
C.
LibreOffice
LibreOffice is a free, open-source office productivity suite that provides word processing, spreadsheets, presentations, and other tools as an alternative to proprietary software like Microsoft Office.
-
D.
WordPad
WordPad is a basic word processing application for Microsoft Windows that offers more features than Notepad but fewer than full office suites like Microsoft Word.
-
E.
Microsoft Office
Microsoft Office is a widely used suite of productivity applications developed by Microsoft, including programs for word processing, spreadsheets, presentations, email, and more.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: targetProtocol Context triple: [Reaver (WPS attack tool), targetProtocol, WPS]
-
A.
transportProtocol
Indicates the communication protocol used to transport data between entities in a networked interaction.
-
B.
supportedProtocol
Indicates that one entity is compatible with, implements, or can operate using a specified communication or interaction protocol.
-
C.
specifiesProtocol
Indicates that one entity defines or designates the communication or interaction protocol to be used by another entity.
-
D.
protocolName
Indicates the specific communication or interaction protocol used or associated with an entity or connection.
-
E.
securesProtocol
Indicates that one entity protects, safeguards, or enforces the security of a communication or operational protocol for 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_69bd441adc208190b70a033a0741d01e |
completed | March 20, 2026, 12:56 p.m. |
| NER | Named-entity recognition | batch_69bd730a7590819088ab8d49c5c88c2f |
completed | March 20, 2026, 4:17 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be8a0f90048190998dad99555891c0 |
completed | March 21, 2026, 12:07 p.m. |
| NEDg | Description generation | batch_69be8aec16748190922d3b9de523b1ae |
completed | March 21, 2026, 12:11 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69be8b80af18819091efdfe242b7b477 |
completed | March 21, 2026, 12:13 p.m. |
| PD | Predicate disambiguation | batch_69bd7146e6e881908a55ab2756b631f6 |
completed | March 20, 2026, 4:09 p.m. |
| PDg | Predicate description generation | batch_69bd73089f548190834103366e24ab40 |
completed | March 20, 2026, 4:17 p.m. |
Created at: March 20, 2026, 1:33 p.m.