Triple
T16285793
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | K3 light machine gun |
E395384
|
entity |
| Predicate | usedBy |
P260
|
FINISHED |
| Object | South Korean special forces |
E235665
|
NE FINISHED |
How this triple was built (2 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: South Korean special forces | Statement: [K3 light machine gun, usedBy, South Korean special forces]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: South Korean special forces Context triple: [K3 light machine gun, usedBy, South Korean special forces]
-
A.
Special Operation Force of the Korean People's Army
The Special Operation Force of the Korean People's Army is North Korea's elite military unit specializing in unconventional warfare, infiltration, and high-risk strategic missions.
-
B.
Republic of Korea Special Warfare Command
chosen
The Republic of Korea Special Warfare Command is South Korea’s elite special operations force responsible for unconventional warfare, counter-terrorism, and high-risk strategic missions.
-
C.
Special Operations Command Korea
Special Operations Command Korea is a U.S. military special operations headquarters responsible for planning and conducting special operations on the Korean Peninsula.
-
D.
ROK Marines
ROK Marines is the elite amphibious warfare branch of South Korea’s armed forces, renowned for its rigorous training and rapid-deployment capabilities.
-
E.
Mobile Exo-Force of the Korean Army
The Mobile Exo-Force of the Korean Army is a high-tech mech defense unit in the Overwatch universe tasked with protecting South Korea from massive threats.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d87f22c7248190a54c949738441e2e |
completed | April 10, 2026, 4:40 a.m. |
| NER | Named-entity recognition | batch_69e24914bda08190a5d6315414ee3f76 |
completed | April 17, 2026, 2:52 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0017c8f51c8190b73cdf2834eda57f |
completed | May 10, 2026, 5:29 a.m. |
Created at: April 10, 2026, 5:05 a.m.