Triple
T2909282
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | People's Liberation Army Strategic Support Force |
E63642
|
entity |
| Predicate | controls |
P760
|
FINISHED |
| Object |
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.
|
E309190
|
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: PLA cyber forces | Statement: [People's Liberation Army Strategic Support Force, controls, PLA cyber forces]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: PLA cyber forces Context triple: [People's Liberation Army Strategic Support Force, controls, PLA cyber forces]
-
A.
NATO cyber structures
NATO cyber structures are the alliance’s integrated organizations, capabilities, and command arrangements dedicated to coordinating, defending, and conducting operations in cyberspace across member states.
-
B.
Cyber-Planner
The Cyber-Planner is a central controlling intelligence of the Cybermen in Doctor Who, responsible for coordinating their actions and strategic decisions.
-
C.
Swedish Armed Forces Cyber Defence
Swedish Armed Forces Cyber Defence is the specialized branch of Sweden’s military responsible for protecting national defense networks and conducting cyber operations.
-
D.
Cyber Command of the Estonian Defence Forces
Cyber Command of the Estonian Defence Forces is the military unit responsible for Estonia’s cyber defence, cyber operations, and protection of national defence information systems.
-
E.
Center for Information Warfare Training
The Center for Information Warfare Training is a U.S. Navy institution responsible for educating and preparing sailors in areas such as cyber operations, intelligence, electronic warfare, and information technology to support modern naval warfare.
- 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: PLA cyber forces Triple: [People's Liberation Army Strategic Support Force, controls, PLA cyber forces]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: PLA cyber forces Target entity description: 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.
-
A.
NATO cyber structures
NATO cyber structures are the alliance’s integrated organizations, capabilities, and command arrangements dedicated to coordinating, defending, and conducting operations in cyberspace across member states.
-
B.
Cyber-Planner
The Cyber-Planner is a central controlling intelligence of the Cybermen in Doctor Who, responsible for coordinating their actions and strategic decisions.
-
C.
Swedish Armed Forces Cyber Defence
Swedish Armed Forces Cyber Defence is the specialized branch of Sweden’s military responsible for protecting national defense networks and conducting cyber operations.
-
D.
Cyber Command of the Estonian Defence Forces
Cyber Command of the Estonian Defence Forces is the military unit responsible for Estonia’s cyber defence, cyber operations, and protection of national defence information systems.
-
E.
Center for Information Warfare Training
The Center for Information Warfare Training is a U.S. Navy institution responsible for educating and preparing sailors in areas such as cyber operations, intelligence, electronic warfare, and information technology to support modern naval warfare.
- 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_69ab4c44ab448190b9411324e8a1fc1d |
completed | March 6, 2026, 9:51 p.m. |
| NER | Named-entity recognition | batch_69abe0d329c88190b6fcaef0be1799eb |
completed | March 7, 2026, 8:24 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b0561b8e6c8190be69fd39bdd19cca |
completed | March 10, 2026, 5:34 p.m. |
| NEDg | Description generation | batch_69b060ac7c58819081f0882170869a8e |
completed | March 10, 2026, 6:19 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b0619540cc8190971cd1a4c5c4b309 |
completed | March 10, 2026, 6:23 p.m. |
Created at: March 6, 2026, 10:11 p.m.