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.