Triple
T8420255
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Royal Thai Navy |
E198829
|
entity |
| Predicate | hasComponent |
P35
|
FINISHED |
| Object |
Royal Thai Naval Air Division
The Royal Thai Naval Air Division is the aviation branch of the Royal Thai Navy, responsible for maritime patrol, reconnaissance, and support operations using fixed-wing aircraft and helicopters.
|
E734141
|
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: Royal Thai Naval Air Division | Statement: [Royal Thai Navy, hasComponent, Royal Thai Naval Air Division]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Royal Thai Naval Air Division Context triple: [Royal Thai Navy, hasComponent, Royal Thai Naval Air Division]
-
A.
Royal Thai Air Force
The Royal Thai Air Force is the aerial warfare branch of Thailand’s armed forces, responsible for defending the nation’s airspace and providing air support to military operations.
-
B.
Royal Thai Navy
The Royal Thai Navy is the naval warfare branch of Thailand’s armed forces, responsible for maritime defense, security, and operations in Thai and regional waters.
-
C.
Royal Thai Marine Corps
The Royal Thai Marine Corps is an amphibious infantry force of Thailand responsible for maritime security, coastal defense, and specialized expeditionary operations.
-
D.
Royal Thai Air Force Academy
The Royal Thai Air Force Academy is Thailand’s premier military educational institution responsible for training and educating officer cadets for service in the Royal Thai Air Force.
-
E.
Royal Thai Army
The Royal Thai Army is the principal land warfare branch of Thailand’s armed forces, responsible for national defense, internal security, and operations along sensitive borders such as the Thai–Myanmar frontier.
- 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: Royal Thai Naval Air Division Triple: [Royal Thai Navy, hasComponent, Royal Thai Naval Air Division]
Generated description
The Royal Thai Naval Air Division is the aviation branch of the Royal Thai Navy, responsible for maritime patrol, reconnaissance, and support operations using fixed-wing aircraft and helicopters.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Royal Thai Naval Air Division Target entity description: The Royal Thai Naval Air Division is the aviation branch of the Royal Thai Navy, responsible for maritime patrol, reconnaissance, and support operations using fixed-wing aircraft and helicopters.
-
A.
Royal Thai Air Force
The Royal Thai Air Force is the aerial warfare branch of Thailand’s armed forces, responsible for defending the nation’s airspace and providing air support to military operations.
-
B.
Royal Thai Navy
The Royal Thai Navy is the naval warfare branch of Thailand’s armed forces, responsible for maritime defense, security, and operations in Thai and regional waters.
-
C.
Royal Thai Marine Corps
The Royal Thai Marine Corps is an amphibious infantry force of Thailand responsible for maritime security, coastal defense, and specialized expeditionary operations.
-
D.
Royal Thai Air Force Academy
The Royal Thai Air Force Academy is Thailand’s premier military educational institution responsible for training and educating officer cadets for service in the Royal Thai Air Force.
-
E.
Royal Thai Army
The Royal Thai Army is the principal land warfare branch of Thailand’s armed forces, responsible for national defense, internal security, and operations along sensitive borders such as the Thai–Myanmar frontier.
- 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_69ca8312d63c8190bf133b676b44a385 |
completed | March 30, 2026, 2:05 p.m. |
| NER | Named-entity recognition | batch_69cb84c941988190884a5c0cbb44bcc2 |
completed | March 31, 2026, 8:24 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ce1d469a148190a6f018f758cba5eb |
completed | April 2, 2026, 7:39 a.m. |
| NEDg | Description generation | batch_69ce1e3a269481908ea191ff28ea1313 |
completed | April 2, 2026, 7:43 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ce1ef9fb208190a50b4d8a595f5fdb |
completed | April 2, 2026, 7:47 a.m. |
Created at: March 30, 2026, 6:06 p.m.