Triple
T4979923
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | airserv-ng |
E111857
|
entity |
| Predicate | name |
P16
|
FINISHED |
| Object |
airserv-ng
airserv-ng is a network-based wireless packet capture and injection tool that allows remote access to wireless interfaces, commonly used as part of the aircrack-ng suite for Wi-Fi security testing.
|
E484044
|
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: airserv-ng | Statement: [airserv-ng, name, airserv-ng]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: airserv-ng Context triple: [airserv-ng, name, airserv-ng]
-
A.
AirSWIFT
AirSWIFT is a Philippine regional airline known for operating domestic flights that connect Manila to popular island destinations such as El Nido and other tourist hubs.
-
B.
ATIS
ATIS (Alliance for Telecommunications Industry Solutions) is a leading North American standards development organization that advances global telecommunications and information and communications technology (ICT) networks and services.
-
C.
NATS
NATS is a high-performance, cloud-native messaging system used for building scalable, distributed applications and microservices.
-
D.
ATC
ATC is an acronym that commonly refers to an Advisory Technical Committee, a group of experts that provides technical guidance and recommendations within an organization or project.
-
E.
ATC
ATC (Anatomical Therapeutic Chemical Classification System) is a widely used international system for classifying drugs according to the organ or system they act on and their therapeutic, pharmacological, and chemical properties.
- 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: airserv-ng Triple: [airserv-ng, name, airserv-ng]
Generated description
airserv-ng is a network-based wireless packet capture and injection tool that allows remote access to wireless interfaces, commonly used as part of the aircrack-ng suite for Wi-Fi security testing.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: airserv-ng Target entity description: airserv-ng is a network-based wireless packet capture and injection tool that allows remote access to wireless interfaces, commonly used as part of the aircrack-ng suite for Wi-Fi security testing.
-
A.
AirSWIFT
AirSWIFT is a Philippine regional airline known for operating domestic flights that connect Manila to popular island destinations such as El Nido and other tourist hubs.
-
B.
ATIS
ATIS (Alliance for Telecommunications Industry Solutions) is a leading North American standards development organization that advances global telecommunications and information and communications technology (ICT) networks and services.
-
C.
NATS
NATS is a high-performance, cloud-native messaging system used for building scalable, distributed applications and microservices.
-
D.
ATC
ATC is an acronym that commonly refers to an Advisory Technical Committee, a group of experts that provides technical guidance and recommendations within an organization or project.
-
E.
ATC
ATC (Anatomical Therapeutic Chemical Classification System) is a widely used international system for classifying drugs according to the organ or system they act on and their therapeutic, pharmacological, and chemical properties.
- 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_69bd441adc208190b70a033a0741d01e |
completed | March 20, 2026, 12:56 p.m. |
| NER | Named-entity recognition | batch_69bd7251b7648190bbb0acf0b9148ae6 |
completed | March 20, 2026, 4:14 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. |
Created at: March 20, 2026, 1:33 p.m.