Triple

T14509213
Position Surface form Disambiguated ID Type / Status
Subject Zero Days E340351 entity
Predicate mainSubject P3 FINISHED
Object Stuxnet
Stuxnet is a highly sophisticated computer worm, widely believed to have been developed by the U.S. and Israel, that specifically targeted Iran’s nuclear facilities and marked a new era of state-sponsored cyber warfare.
 E340351 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: Stuxnet | Statement: [Zero Days, mainSubject, Stuxnet]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Stuxnet
Context triple: [Zero Days, mainSubject, Stuxnet]
  • A. ILOVEYOU worm
    The ILOVEYOU worm was a notorious early-2000s email-borne computer worm that rapidly spread worldwide, causing massive damage by overwriting files and exploiting users’ trust with a deceptive love-letter subject line.
  • B. Melissa virus
    The Melissa virus was a notorious mass-mailing macro virus from 1999 that spread via infected Microsoft Word documents and caused widespread disruption to email systems worldwide.
  • C. Meltdown
    "Meltdown" is a pop song by Irish singer-songwriter Niall Horan, released as one of the key singles from his solo music career.
  • D. Zero Days
    Zero Days is a 2016 documentary film by Alex Gibney that investigates the Stuxnet computer worm and the covert world of state-sponsored cyber warfare.
  • E. Cyber Pearl
    Cyber Pearl is a prominent commercial office complex in Hyderabad’s HITEC City, known for housing numerous IT and technology companies.
  • 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: Stuxnet
Triple: [Zero Days, mainSubject, Stuxnet]
Generated description
Stuxnet is a highly sophisticated computer worm, widely believed to have been developed by the U.S. and Israel, that specifically targeted Iran’s nuclear facilities and marked a new era of state-sponsored cyber warfare.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Stuxnet
Target entity description: Stuxnet is a highly sophisticated computer worm, widely believed to have been developed by the U.S. and Israel, that specifically targeted Iran’s nuclear facilities and marked a new era of state-sponsored cyber warfare.
  • A. ILOVEYOU worm
    The ILOVEYOU worm was a notorious early-2000s email-borne computer worm that rapidly spread worldwide, causing massive damage by overwriting files and exploiting users’ trust with a deceptive love-letter subject line.
  • B. Melissa virus
    The Melissa virus was a notorious mass-mailing macro virus from 1999 that spread via infected Microsoft Word documents and caused widespread disruption to email systems worldwide.
  • C. Meltdown
    "Meltdown" is a pop song by Irish singer-songwriter Niall Horan, released as one of the key singles from his solo music career.
  • D. Zero Days chosen
    Zero Days is a 2016 documentary film by Alex Gibney that investigates the Stuxnet computer worm and the covert world of state-sponsored cyber warfare.
  • E. Cyber Pearl
    Cyber Pearl is a prominent commercial office complex in Hyderabad’s HITEC City, known for housing numerous IT and technology companies.
  • F. None of above.

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_69d822d9c0408190b9a2b3643e58bb4d completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69de94e5b7b48190878be271840c265b completed April 14, 2026, 7:26 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd6da26a308190bf86ed1edbe8d57e completed May 8, 2026, 4:59 a.m.
NEDg Description generation batch_69fd71ef47848190bf10dbedb72304e6 completed May 8, 2026, 5:17 a.m.
NED2 Entity disambiguation (via description) batch_69fd729c87dc81909d9149928c70cb00 completed May 8, 2026, 5:20 a.m.
Created at: April 10, 2026, 1:21 a.m.