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.