Triple
T16389934
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | K2 assault rifle |
E398022
|
entity |
| Predicate | developer |
P73
|
FINISHED |
| Object |
Daewoo Precision Industries
Daewoo Precision Industries is a South Korean firearms manufacturer known for producing military small arms and service rifles.
|
E1212464
|
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: Daewoo Precision Industries | Statement: [K2 assault rifle, developer, Daewoo Precision Industries]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Daewoo Precision Industries Context triple: [K2 assault rifle, developer, Daewoo Precision Industries]
-
A.
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.
-
B.
Hyundai Electronics
Hyundai Electronics was a major South Korean semiconductor and electronics manufacturer that later became SK hynix, one of the world’s leading memory chip producers.
-
C.
LG Corporation
LG Corporation is a major South Korean multinational conglomerate with diversified businesses spanning electronics, chemicals, and telecommunications.
-
D.
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.
-
E.
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.
- 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: Daewoo Precision Industries Triple: [K2 assault rifle, developer, Daewoo Precision Industries]
Generated description
Daewoo Precision Industries is a South Korean firearms manufacturer known for producing military small arms and service rifles.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Daewoo Precision Industries Target entity description: Daewoo Precision Industries is a South Korean firearms manufacturer known for producing military small arms and service rifles.
-
A.
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.
-
B.
Hyundai Electronics
Hyundai Electronics was a major South Korean semiconductor and electronics manufacturer that later became SK hynix, one of the world’s leading memory chip producers.
-
C.
LG Corporation
LG Corporation is a major South Korean multinational conglomerate with diversified businesses spanning electronics, chemicals, and telecommunications.
-
D.
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.
-
E.
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.
- 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_69d87f2880b48190ae1a9673a3bbef80 |
completed | April 10, 2026, 4:40 a.m. |
| NER | Named-entity recognition | batch_69e326414f44819093ebc11f1b63444c |
completed | April 18, 2026, 6:35 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a003c58280081908e4d73a75b09dbb8 |
completed | May 10, 2026, 8:05 a.m. |
| NEDg | Description generation | batch_6a0040d71e2c819084c106114e9c0de4 |
completed | May 10, 2026, 8:24 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0041cec01881909400e8c3874413e7 |
completed | May 10, 2026, 8:29 a.m. |
Created at: April 10, 2026, 5:08 a.m.