Triple
T15858375
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | KF-16 |
E384518
|
entity |
| Predicate | manufacturer |
P490
|
FINISHED |
| Object | Korea Aerospace Industries |
E446277
|
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: Korea Aerospace Industries | Statement: [KF-16, manufacturer, Korea Aerospace Industries]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Korea Aerospace Industries Context triple: [KF-16, manufacturer, Korea Aerospace Industries]
-
A.
Korea Aerospace Industries
chosen
Korea Aerospace Industries is South Korea’s leading aerospace and defense company, known for developing and producing military aircraft, helicopters, and space systems.
-
B.
Hanwha Aerospace
Hanwha Aerospace is a South Korean defense and aerospace company known for producing advanced military systems and components for global markets.
-
C.
Hanwha Defense
Hanwha Defense is a South Korean defense company specializing in the development and production of advanced military systems, including artillery, armored vehicles, and air defense solutions.
-
D.
Hanwha Group
Hanwha Group is a major South Korean conglomerate with diversified businesses spanning chemicals, energy, defense, finance, and construction.
-
E.
Hyundai Samho Heavy Industries
Hyundai Samho Heavy Industries is a major South Korean shipbuilding company known for constructing large commercial vessels such as container ships, tankers, and LNG carriers.
- 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_69d86da422088190aac39e32e6c68429 |
completed | April 10, 2026, 3:25 a.m. |
| NER | Named-entity recognition | batch_69e1555956ec8190b13602a177e7a2bb |
completed | April 16, 2026, 9:32 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ffa14c1e508190a182db216cc4e326 |
completed | May 9, 2026, 9:04 p.m. |
Created at: April 10, 2026, 4:50 a.m.