Triple

T10053838
Position Surface form Disambiguated ID Type / Status
Subject GRU E208812 entity
Predicate notableUnit P304 FINISHED
Object Unit 74455
Unit 74455 is a Russian military intelligence cyber unit widely associated with state-sponsored hacking and information operations.
E837014 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: Unit 74455 | Statement: [GRU, notableUnit, Unit 74455]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Unit 74455
Context triple: [GRU, notableUnit, Unit 74455]
  • A. Unit 777
    Unit 777 is an elite Egyptian special forces counter-terrorism unit known for high-risk hostage rescue and anti-terror operations.
  • B. Unit 731
    Unit 731 was a covert Imperial Japanese military research facility in World War II notorious for conducting lethal human experimentation and developing biological weapons.
  • C. NCC-74656
    NCC-74656 is the registry number of the Intrepid-class starship USS Voyager, commanded by Captain Kathryn Janeway in the Star Trek: Voyager television series.
  • D. USSF-44
    USSF-44 is a classified U.S. Space Force national security mission launched on a Falcon Heavy rocket to deploy military payloads into geostationary orbit.
  • E. J-45
    The J-45 is Gibson’s iconic round-shoulder acoustic guitar model, renowned for its warm, balanced tone and status as a workhorse instrument for countless musicians.
  • 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: Unit 74455
Triple: [GRU, notableUnit, Unit 74455]
Generated description
Unit 74455 is a Russian military intelligence cyber unit widely associated with state-sponsored hacking and information operations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Unit 74455
Target entity description: Unit 74455 is a Russian military intelligence cyber unit widely associated with state-sponsored hacking and information operations.
  • A. Unit 777
    Unit 777 is an elite Egyptian special forces counter-terrorism unit known for high-risk hostage rescue and anti-terror operations.
  • B. Unit 731
    Unit 731 was a covert Imperial Japanese military research facility in World War II notorious for conducting lethal human experimentation and developing biological weapons.
  • C. NCC-74656
    NCC-74656 is the registry number of the Intrepid-class starship USS Voyager, commanded by Captain Kathryn Janeway in the Star Trek: Voyager television series.
  • D. USSF-44
    USSF-44 is a classified U.S. Space Force national security mission launched on a Falcon Heavy rocket to deploy military payloads into geostationary orbit.
  • E. J-45
    The J-45 is Gibson’s iconic round-shoulder acoustic guitar model, renowned for its warm, balanced tone and status as a workhorse instrument for countless musicians.
  • 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_69ca836094408190a36a1ea7e9a86fcd completed March 30, 2026, 2:06 p.m.
NER Named-entity recognition batch_69cdcfab39408190ac728fe156eed658 completed April 2, 2026, 2:08 a.m.
NED1 Entity disambiguation (via context triple) batch_69d282a3d3148190908f02a9588b700e completed April 5, 2026, 3:41 p.m.
NEDg Description generation batch_69d2839311508190a59c1d393cc38785 completed April 5, 2026, 3:45 p.m.
NED2 Entity disambiguation (via description) batch_69d2843fff188190a21ced57523c329a completed April 5, 2026, 3:48 p.m.
Created at: March 30, 2026, 8:57 p.m.