Triple
T7677128
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Royal Thai Army |
E173889
|
entity |
| Predicate | component |
P35
|
FINISHED |
| Object |
Royal Thai Army Signal Department
The Royal Thai Army Signal Department is the branch of Thailand’s army responsible for military communications, information systems, and related technical support.
|
E683476
|
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 Army Signal Department | Statement: [Royal Thai Army, component, Royal Thai Army Signal Department]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Royal Thai Army Signal Department Context triple: [Royal Thai Army, component, Royal Thai Army Signal Department]
-
A.
Royal Thai Army Medical Department
The Royal Thai Army Medical Department is the branch of Thailand’s army responsible for providing medical services, healthcare support, and medical logistics to military personnel and related operations.
-
B.
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.
-
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
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.
-
E.
Royal Thai Army Special Warfare Command
The Royal Thai Army Special Warfare Command is Thailand’s primary special operations force, responsible for conducting elite unconventional warfare, counterterrorism, and other high-risk military missions.
- 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 Army Signal Department Triple: [Royal Thai Army, component, Royal Thai Army Signal Department]
Generated description
The Royal Thai Army Signal Department is the branch of Thailand’s army responsible for military communications, information systems, and related technical support.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Royal Thai Army Signal Department Target entity description: The Royal Thai Army Signal Department is the branch of Thailand’s army responsible for military communications, information systems, and related technical support.
-
A.
Royal Thai Army Medical Department
The Royal Thai Army Medical Department is the branch of Thailand’s army responsible for providing medical services, healthcare support, and medical logistics to military personnel and related operations.
-
B.
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.
-
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
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.
-
E.
Royal Thai Army Special Warfare Command
The Royal Thai Army Special Warfare Command is Thailand’s primary special operations force, responsible for conducting elite unconventional warfare, counterterrorism, and other high-risk military missions.
- 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_69c6995703e0819081de77361b602e78 |
completed | March 27, 2026, 2:51 p.m. |
| NER | Named-entity recognition | batch_69c701fbb4788190adf1e2d39be358c1 |
completed | March 27, 2026, 10:17 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c8ac9af1c081908b0e100390258eaa |
completed | March 29, 2026, 4:37 a.m. |
| NEDg | Description generation | batch_69c8af2fdd048190ad54dc9a4396d171 |
completed | March 29, 2026, 4:48 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c8afe14810819094a236fb8f96e562 |
completed | March 29, 2026, 4:51 a.m. |
Created at: March 27, 2026, 4:01 p.m.