Triple

T15977748
Position Surface form Disambiguated ID Type / Status
Subject fsociety E387491 entity
Predicate notableOperation P2336 FINISHED
Object Five/Nine hack
The Five/Nine hack is the massive cyberattack in *Mr. Robot* that cripples global financial systems by erasing debt records and destabilizing the economy.
E1187587 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: Five/Nine hack | Statement: [fsociety, notableOperation, Five/Nine hack]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Five/Nine hack
Context triple: [fsociety, notableOperation, Five/Nine hack]
  • A. Hacks
    Hacks is a critically acclaimed American comedy-drama television series that explores the professional and personal relationship between a legendary Las Vegas comedian and a young, struggling comedy writer.
  • B. Port Hacking
    Port Hacking is a tidal estuary and bay in southern Sydney, New South Wales, known for its scenic waterways, recreational boating, and proximity to the Royal National Park.
  • C. The Hacker’s Choice
    The Hacker’s Choice is a well-known security research and hacking collective recognized for creating influential penetration-testing tools and publishing information on network and system vulnerabilities.
  • D. Hacking River
    Hacking River is a waterway in New South Wales, Australia, flowing through the Royal National Park and serving as a popular spot for recreation and nature activities.
  • E. Hack (programming language)
    Hack is a programming language developed by Facebook as a gradually typed, PHP-compatible language that adds static typing, generics, and other modern features for safer and more scalable web development.
  • 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: Five/Nine hack
Triple: [fsociety, notableOperation, Five/Nine hack]
Generated description
The Five/Nine hack is the massive cyberattack in *Mr. Robot* that cripples global financial systems by erasing debt records and destabilizing the economy.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Five/Nine hack
Target entity description: The Five/Nine hack is the massive cyberattack in *Mr. Robot* that cripples global financial systems by erasing debt records and destabilizing the economy.
  • A. Hacks
    Hacks is a critically acclaimed American comedy-drama television series that explores the professional and personal relationship between a legendary Las Vegas comedian and a young, struggling comedy writer.
  • B. Port Hacking
    Port Hacking is a tidal estuary and bay in southern Sydney, New South Wales, known for its scenic waterways, recreational boating, and proximity to the Royal National Park.
  • C. The Hacker’s Choice
    The Hacker’s Choice is a well-known security research and hacking collective recognized for creating influential penetration-testing tools and publishing information on network and system vulnerabilities.
  • D. Hacking River
    Hacking River is a waterway in New South Wales, Australia, flowing through the Royal National Park and serving as a popular spot for recreation and nature activities.
  • E. Hack (programming language)
    Hack is a programming language developed by Facebook as a gradually typed, PHP-compatible language that adds static typing, generics, and other modern features for safer and more scalable web development.
  • 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_69d86da94ccc819083d187f5dc6a123e completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e157521f6c8190a54023b5ee6fc033 completed April 16, 2026, 9:40 p.m.
NED1 Entity disambiguation (via context triple) batch_69ffc3c76c988190a2f2bb4b6ac5ef25 completed May 9, 2026, 11:31 p.m.
NEDg Description generation batch_69ffc49bfa088190a6291f560ca9bdb5 completed May 9, 2026, 11:34 p.m.
NED2 Entity disambiguation (via description) batch_69ffc538a5f0819097ea09f57d3cae35 completed May 9, 2026, 11:37 p.m.
Created at: April 10, 2026, 4:54 a.m.