Triple

T2013756
Position Surface form Disambiguated ID Type / Status
Subject Armed Forces of Thailand E43746 entity
Predicate hasPart P35 FINISHED
Object 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.
E235117 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 Marine Corps | Statement: [Armed Forces of Thailand, hasPart, Royal Thai Marine Corps]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Royal Thai Marine Corps
Context triple: [Armed Forces of Thailand, hasPart, Royal Thai Marine Corps]
  • A. 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.
  • 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. Armed Forces of Thailand
    The Armed Forces of Thailand are the military organization responsible for the defense and security of the Kingdom of Thailand, encompassing its army, navy, and air force.
  • 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. Ministry of Defence of Thailand
    The Ministry of Defence of Thailand is the government department responsible for formulating national defense policy and overseeing the country’s military forces and security strategy.
  • 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 Marine Corps
Triple: [Armed Forces of Thailand, hasPart, Royal Thai Marine Corps]
Generated description
The Royal Thai Marine Corps is an amphibious infantry force of Thailand responsible for maritime security, coastal defense, and specialized expeditionary operations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Royal Thai Marine Corps
Target entity description: The Royal Thai Marine Corps is an amphibious infantry force of Thailand responsible for maritime security, coastal defense, and specialized expeditionary operations.
  • A. 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.
  • 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. Armed Forces of Thailand
    The Armed Forces of Thailand are the military organization responsible for the defense and security of the Kingdom of Thailand, encompassing its army, navy, and air force.
  • 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. Ministry of Defence of Thailand
    The Ministry of Defence of Thailand is the government department responsible for formulating national defense policy and overseeing the country’s military forces and security strategy.
  • 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_69a88716e9f08190946313fdc949e3cf completed March 4, 2026, 7:25 p.m.
NER Named-entity recognition batch_69abb8b42d508190bf2b63132bb2ad77 completed March 7, 2026, 5:33 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae304aa0888190a725234d8e527ac5 completed March 9, 2026, 2:28 a.m.
NEDg Description generation batch_69ae3197794c81908530b26fcb8a4a77 completed March 9, 2026, 2:33 a.m.
NED2 Entity disambiguation (via description) batch_69ae31f65444819090c2af22c21ec3e1 completed March 9, 2026, 2:35 a.m.
Created at: March 4, 2026, 7:37 p.m.