Triple

T1612122
Position Surface form Disambiguated ID Type / Status
Subject VBScript E34635 entity
Predicate notableMalware P30269 FINISHED
Object 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.
E183324 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: ILOVEYOU worm | Statement: [VBScript, notableMalware, ILOVEYOU worm]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: ILOVEYOU worm
Context triple: [VBScript, notableMalware, ILOVEYOU worm]
  • A. Confinity
    Confinity was a software company co-founded by Max Levchin, Peter Thiel, and others that developed digital payment technology and later merged with X.com to form PayPal.
  • B. Trojan cycle
    The Trojan cycle is a collection of ancient Greek epic poems that narrate the full saga of the Trojan War and its aftermath beyond what is told in Homer’s Iliad and Odyssey.
  • C. Wikkit Gate
    Wikkit Gate is a powerful, universe-encompassing force field and key plot device in Douglas Adams' "Life, the Universe and Everything," central to a scheme to destroy the universe.
  • D. Revenge of the Hackers
    Revenge of the Hackers is an essay by open-source advocate Eric S. Raymond that chronicles the rise of the open-source movement and the cultural shift it brought to the software industry.
  • E. Operation Bluecoat
    Operation Bluecoat was a British offensive launched in late July 1944 during the Battle of Normandy to seize key terrain south of Caumont and support the American breakout from the Normandy beachhead.
  • 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: ILOVEYOU worm
Triple: [VBScript, notableMalware, ILOVEYOU worm]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: ILOVEYOU worm
Target entity description: 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.
  • A. Confinity
    Confinity was a software company co-founded by Max Levchin, Peter Thiel, and others that developed digital payment technology and later merged with X.com to form PayPal.
  • B. Trojan cycle
    The Trojan cycle is a collection of ancient Greek epic poems that narrate the full saga of the Trojan War and its aftermath beyond what is told in Homer’s Iliad and Odyssey.
  • C. Wikkit Gate
    Wikkit Gate is a powerful, universe-encompassing force field and key plot device in Douglas Adams' "Life, the Universe and Everything," central to a scheme to destroy the universe.
  • D. Revenge of the Hackers
    Revenge of the Hackers is an essay by open-source advocate Eric S. Raymond that chronicles the rise of the open-source movement and the cultural shift it brought to the software industry.
  • E. Operation Bluecoat
    Operation Bluecoat was a British offensive launched in late July 1944 during the Battle of Normandy to seize key terrain south of Caumont and support the American breakout from the Normandy beachhead.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: notableMalware
Context triple: [VBScript, notableMalware, ILOVEYOU worm]
  • A. notableAdversary
    Indicates that one entity is recognized as a significant or prominent opponent or rival of another entity.
  • B. notableSystem
    Indicates that a system is recognized as significant, prominent, or noteworthy in a particular context or domain.
  • C. notableAttack
    Indicates that an entity carried out, was involved in, or is strongly associated with a particularly significant or well-known attack.
  • D. notableTarget
    Indicates that the subject is particularly significant, prominent, or noteworthy with respect to the specified target.
  • E. notableExposure
    Indicates that an entity has received significant public attention, visibility, or coverage, making it notably exposed or recognized.
  • 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_69a885ffc5ec819091afa325d5f9611c completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69a93fa6926081908bc78d15c0be3185 completed March 5, 2026, 8:32 a.m.
NED1 Entity disambiguation (via context triple) batch_69ad51c751308190a89f6462ee365418 completed March 8, 2026, 10:39 a.m.
NEDg Description generation batch_69ad52f6b15c819097d4e56884e31600 completed March 8, 2026, 10:44 a.m.
NED2 Entity disambiguation (via description) batch_69ad53536a108190b97b7017ad567ad5 completed March 8, 2026, 10:45 a.m.
PD Predicate disambiguation batch_69a907c35f848190a2428c52e81d013e completed March 5, 2026, 4:34 a.m.
PDg Predicate description generation batch_69a93fa5aa04819084d1154ef900303f completed March 5, 2026, 8:32 a.m.
Created at: March 4, 2026, 7:28 p.m.