Triple
T16285721
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | K21 infantry fighting vehicle |
E395383
|
entity |
| Predicate | formerManufacturer |
P25149
|
FINISHED |
| Object |
Doosan DST
Doosan DST is a South Korean defense company known for developing and producing advanced military systems, including armored vehicles and weapons platforms.
|
E1204533
|
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: Doosan DST | Statement: [K21 infantry fighting vehicle, formerManufacturer, Doosan DST]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Doosan DST Context triple: [K21 infantry fighting vehicle, formerManufacturer, Doosan DST]
-
A.
Doosan Magazine
Doosan Magazine is a South Korean publishing company best known for producing prominent fashion and lifestyle titles, including Vogue Korea.
-
B.
POSCO DX
POSCO DX is a South Korean industrial digital solutions and engineering company specializing in smart factory, automation, and IT services, particularly for the steel and manufacturing sectors.
-
C.
Daewoo
Daewoo is a South Korean automotive brand known for producing a range of affordable passenger vehicles and later becoming part of General Motors' global operations.
-
D.
Doosan Bobcat
Doosan Bobcat is a global construction equipment manufacturer best known for producing compact machinery such as skid-steer loaders, excavators, and utility vehicles.
-
E.
Soon-Tek
Soon-Tek is the given name of Soon-Tek Oh, a Korean-American actor known for his roles in film, television, and voice acting.
- 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: Doosan DST Triple: [K21 infantry fighting vehicle, formerManufacturer, Doosan DST]
Generated description
Doosan DST is a South Korean defense company known for developing and producing advanced military systems, including armored vehicles and weapons platforms.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Doosan DST Target entity description: Doosan DST is a South Korean defense company known for developing and producing advanced military systems, including armored vehicles and weapons platforms.
-
A.
Doosan Magazine
Doosan Magazine is a South Korean publishing company best known for producing prominent fashion and lifestyle titles, including Vogue Korea.
-
B.
POSCO DX
POSCO DX is a South Korean industrial digital solutions and engineering company specializing in smart factory, automation, and IT services, particularly for the steel and manufacturing sectors.
-
C.
Daewoo
Daewoo is a South Korean automotive brand known for producing a range of affordable passenger vehicles and later becoming part of General Motors' global operations.
-
D.
Doosan Bobcat
Doosan Bobcat is a global construction equipment manufacturer best known for producing compact machinery such as skid-steer loaders, excavators, and utility vehicles.
-
E.
Soon-Tek
Soon-Tek is the given name of Soon-Tek Oh, a Korean-American actor known for his roles in film, television, and voice acting.
- 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_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. |
| NEDg | Description generation | batch_6a0019c847a0819081b92e21ced73824 |
completed | May 10, 2026, 5:38 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a001a7dcf888190b66122f2bfc7388b |
completed | May 10, 2026, 5:41 a.m. |
Created at: April 10, 2026, 5:05 a.m.