Triple
T1117864
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | K9 Thunder |
E11141
|
entity |
| Predicate | formerManufacturer |
P25149
|
FINISHED |
| Object |
Samsung Techwin
Samsung Techwin is a South Korean defense and precision machinery company known for producing artillery systems, surveillance equipment, and other military and industrial technologies.
|
E129074
|
NE FINISHED |
How this triple was built (5 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: Samsung Techwin | Statement: [K9 Thunder, formerManufacturer, Samsung Techwin]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Samsung Techwin Context triple: [K9 Thunder, formerManufacturer, Samsung Techwin]
-
A.
Samsung Electro-Mechanics
Samsung Electro-Mechanics is a South Korean company specializing in the development and manufacture of electronic components such as multilayer ceramic capacitors, camera modules, and semiconductor substrates.
-
B.
Samsung SDS
Samsung SDS is an information technology and consulting services company within the Samsung Group, specializing in IT solutions, cloud, and digital transformation services.
-
C.
Samsung C&T
Samsung C&T is a South Korean construction and trading company known for executing major global projects, including landmark skyscrapers and large-scale infrastructure.
-
D.
Samsung
Samsung is a South Korean multinational conglomerate best known globally for its smartphones, consumer electronics, and advanced semiconductor technologies.
-
E.
Samsung Engineering
Samsung Engineering is a South Korean multinational engineering, procurement, and construction (EPC) company specializing in large-scale industrial and infrastructure projects, particularly in the oil, gas, petrochemical, and power sectors.
- 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: Samsung Techwin Triple: [K9 Thunder, formerManufacturer, Samsung Techwin]
Generated description
Samsung Techwin is a South Korean defense and precision machinery company known for producing artillery systems, surveillance equipment, and other military and industrial technologies.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Samsung Techwin Target entity description: Samsung Techwin is a South Korean defense and precision machinery company known for producing artillery systems, surveillance equipment, and other military and industrial technologies.
-
A.
Samsung Electro-Mechanics
Samsung Electro-Mechanics is a South Korean company specializing in the development and manufacture of electronic components such as multilayer ceramic capacitors, camera modules, and semiconductor substrates.
-
B.
Samsung SDS
Samsung SDS is an information technology and consulting services company within the Samsung Group, specializing in IT solutions, cloud, and digital transformation services.
-
C.
Samsung C&T
Samsung C&T is a South Korean construction and trading company known for executing major global projects, including landmark skyscrapers and large-scale infrastructure.
-
D.
Samsung
Samsung is a South Korean multinational conglomerate best known globally for its smartphones, consumer electronics, and advanced semiconductor technologies.
-
E.
Samsung Engineering
Samsung Engineering is a South Korean multinational engineering, procurement, and construction (EPC) company specializing in large-scale industrial and infrastructure projects, particularly in the oil, gas, petrochemical, and power sectors.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: formerManufacturer Context triple: [K9 Thunder, formerManufacturer, Samsung Techwin]
-
A.
manufacturerType
Indicates the classification or category of a manufacturer based on its role, characteristics, or production type.
-
B.
formerBrand
Indicates that an entity was previously used or recognized as a brand for another entity but is no longer its current brand.
-
C.
manufacturedBy
Indicates that an item or product is produced or created by a specific manufacturer or maker.
-
D.
originallyBuiltBy
Indicates that something was first constructed or created by a particular agent, organization, or entity.
-
E.
aircraftManufacturerUsed
Indicates that a particular aircraft manufacturer was employed or utilized in relation to another entity, such as for production, design, or supply purposes.
- F. None of above. chosen
Provenance (7 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_69a493252a648190ac48f8742474a5e8 |
completed | March 1, 2026, 7:27 p.m. |
| NER | Named-entity recognition | batch_69a4bc4bc21881909dcfe628f59f3e8c |
completed | March 1, 2026, 10:23 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ac53999b3c8190aff1cf84a3c16909 |
completed | March 7, 2026, 4:34 p.m. |
| NEDg | Description generation | batch_69ac554aec048190821801070d1a4852 |
completed | March 7, 2026, 4:41 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ac55afd8c88190b0f2bbafc33ad8b7 |
completed | March 7, 2026, 4:43 p.m. |
| PD | Predicate disambiguation | batch_69a4bb4562f48190831e959f5f309956 |
completed | March 1, 2026, 10:18 p.m. |
| PDg | Predicate description generation | batch_69a4bc47fce48190825d3a877251f789 |
completed | March 1, 2026, 10:23 p.m. |
Created at: March 1, 2026, 7:43 p.m.