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.