Triple

T8248979
Position Surface form Disambiguated ID Type / Status
Subject Airgeddon E192909 entity
Predicate dependsOn P100 FINISHED
Object mdk4
mdk4 is a wireless network attack tool used for testing and exploiting Wi-Fi security through various packet injection and denial-of-service techniques.
 E721449 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: mdk4 | Statement: [Airgeddon, dependsOn, mdk4]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: mdk4
Context triple: [Airgeddon, dependsOn, mdk4]
  • A. MDMK
    MDMK is a regional political party in the Indian state of Tamil Nadu, founded and led by Vaiko after splitting from the Dravida Munnetra Kazhagam (DMK).
  • B. KMOD
    KMOD is the ICAO airport code for Modesto City–County Airport in Modesto, California.
  • C. DKMS
    DKMS is the abbreviated name of the Dimitrov Communist Youth Union, a communist youth organization historically active in Bulgaria.
  • D. MDV
    MDV is a venture capital firm known for investing in early-stage technology and life sciences companies.
  • E. MDBK
    MDBK is the stock ticker symbol for Midland Bank, a financial institution involved in banking and related financial services.
  • 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: mdk4
Triple: [Airgeddon, dependsOn, mdk4]
Generated description
mdk4 is a wireless network attack tool used for testing and exploiting Wi-Fi security through various packet injection and denial-of-service techniques.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: mdk4
Target entity description: mdk4 is a wireless network attack tool used for testing and exploiting Wi-Fi security through various packet injection and denial-of-service techniques.
  • A. MDMK
    MDMK is a regional political party in the Indian state of Tamil Nadu, founded and led by Vaiko after splitting from the Dravida Munnetra Kazhagam (DMK).
  • B. KMOD
    KMOD is the ICAO airport code for Modesto City–County Airport in Modesto, California.
  • C. DKMS
    DKMS is the abbreviated name of the Dimitrov Communist Youth Union, a communist youth organization historically active in Bulgaria.
  • D. MDV
    MDV is a venture capital firm known for investing in early-stage technology and life sciences companies.
  • E. MDBK
    MDBK is the stock ticker symbol for Midland Bank, a financial institution involved in banking and related financial services.
  • 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_69ca82de7b8c81908d8106f8a53cff9b completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cb78c6b3c48190a3ecebf449766124 completed March 31, 2026, 7:33 a.m.
NED1 Entity disambiguation (via context triple) batch_69cd353888208190941d1c0b7b911cdd completed April 1, 2026, 3:09 p.m.
NEDg Description generation batch_69cd37a71af481909e82aa29ae558c4a completed April 1, 2026, 3:20 p.m.
NED2 Entity disambiguation (via description) batch_69cd4ef034ec8190a4229b21e6088c79 completed April 1, 2026, 4:59 p.m.
Created at: March 30, 2026, 5:48 p.m.