Triple

T15017566
Position Surface form Disambiguated ID Type / Status
Subject Cyber Controller E377994 entity
Predicate commandOver P2333 FINISHED
Object Cyber-planners
Cyber-planners are subordinate Cybermen command units that execute the Cyber Controller’s strategic directives and coordinate Cyberman operations.
E77627 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: Cyber-planners | Statement: [Cyber Controller, commandOver, Cyber-planners]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Cyber-planners
Context triple: [Cyber Controller, commandOver, Cyber-planners]
  • A. Cyber-Planner
    The Cyber-Planner is a central controlling intelligence of the Cybermen in Doctor Who, responsible for coordinating their actions and strategic decisions.
  • B. PLA cyber forces
    PLA cyber forces are the Chinese military’s dedicated units for conducting cyber warfare, network defense, and offensive cyber operations in support of national security and military objectives.
  • C. Cyber Rodeo
    Cyber Rodeo was a large-scale launch celebration and public event hosted by Tesla to mark the opening of its Gigafactory Texas near Austin.
  • D. Cyberforsvaret
    Cyberforsvaret is Norway’s military branch responsible for defending national defence networks and conducting cyber operations.
  • E. NATO cyber liaison officers and cells
    NATO cyber liaison officers and cells are specialized units and personnel that coordinate and support cyber defense activities between NATO’s central cyber structures and member states or partner organizations.
  • 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: Cyber-planners
Triple: [Cyber Controller, commandOver, Cyber-planners]
Generated description
Cyber-planners are subordinate Cybermen command units that execute the Cyber Controller’s strategic directives and coordinate Cyberman operations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Cyber-planners
Target entity description: Cyber-planners are subordinate Cybermen command units that execute the Cyber Controller’s strategic directives and coordinate Cyberman operations.
  • A. Cyber-Planner chosen
    The Cyber-Planner is a central controlling intelligence of the Cybermen in Doctor Who, responsible for coordinating their actions and strategic decisions.
  • B. PLA cyber forces
    PLA cyber forces are the Chinese military’s dedicated units for conducting cyber warfare, network defense, and offensive cyber operations in support of national security and military objectives.
  • C. Cyber Rodeo
    Cyber Rodeo was a large-scale launch celebration and public event hosted by Tesla to mark the opening of its Gigafactory Texas near Austin.
  • D. Cyberforsvaret
    Cyberforsvaret is Norway’s military branch responsible for defending national defence networks and conducting cyber operations.
  • E. NATO cyber liaison officers and cells
    NATO cyber liaison officers and cells are specialized units and personnel that coordinate and support cyber defense activities between NATO’s central cyber structures and member states or partner organizations.
  • 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_69d85cd3a3c881908c71fc424d459c17 completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69ded7633fcc8190b2231f43252bc46f completed April 15, 2026, 12:10 a.m.
NED1 Entity disambiguation (via context triple) batch_69fe96ae110c8190a0555590b9ddb36a completed May 9, 2026, 2:06 a.m.
NEDg Description generation batch_69fe97c0a3688190a9f55376a1d7ad87 completed May 9, 2026, 2:11 a.m.
NED2 Entity disambiguation (via description) batch_69fe985cec608190888733cdc5bd71ea completed May 9, 2026, 2:13 a.m.
Created at: April 10, 2026, 2:55 a.m.