Triple

T2013757
Position Surface form Disambiguated ID Type / Status
Subject Armed Forces of Thailand E43746 entity
Predicate hasPart P35 FINISHED
Object Royal Thai Border Patrol Police (paramilitary role)
The Royal Thai Border Patrol Police is a specialized paramilitary police force responsible for border security, counterinsurgency, and rural development operations in Thailand’s frontier regions.
 E226754 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 Border Patrol Police (paramilitary role) | Statement: [Armed Forces of Thailand, hasPart, Royal Thai Border Patrol Police (paramilitary role)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Royal Thai Border Patrol Police (paramilitary role)
Context triple: [Armed Forces of Thailand, hasPart, Royal Thai Border Patrol Police (paramilitary role)]
  • 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. Border Guard Police of Myanmar
    The Border Guard Police of Myanmar is a paramilitary law enforcement force responsible for border security, counterinsurgency support, and maintaining state control in frontier regions.
  • C. Afghan Border Police
    The Afghan Border Police was a specialized branch of Afghanistan’s security forces responsible for guarding and controlling the country’s borders and international entry points.
  • D. Royal Malayan Police
    The Royal Malayan Police was the colonial-era police force of Malaya, central to maintaining internal security and combating communist insurgency during the Malayan Emergency.
  • E. 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.
  • 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 Border Patrol Police (paramilitary role)
Triple: [Armed Forces of Thailand, hasPart, Royal Thai Border Patrol Police (paramilitary role)]
Generated description
The Royal Thai Border Patrol Police is a specialized paramilitary police force responsible for border security, counterinsurgency, and rural development operations in Thailand’s frontier regions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Royal Thai Border Patrol Police (paramilitary role)
Target entity description: The Royal Thai Border Patrol Police is a specialized paramilitary police force responsible for border security, counterinsurgency, and rural development operations in Thailand’s frontier regions.
  • 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. Border Guard Police of Myanmar
    The Border Guard Police of Myanmar is a paramilitary law enforcement force responsible for border security, counterinsurgency support, and maintaining state control in frontier regions.
  • C. Afghan Border Police
    The Afghan Border Police was a specialized branch of Afghanistan’s security forces responsible for guarding and controlling the country’s borders and international entry points.
  • D. Royal Malayan Police
    The Royal Malayan Police was the colonial-era police force of Malaya, central to maintaining internal security and combating communist insurgency during the Malayan Emergency.
  • E. 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.
  • 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_69ae0aea65d881908eb751349a2c23f9 completed March 8, 2026, 11:48 p.m.
NEDg Description generation batch_69ae0bac5c448190997e58297355f3d6 completed March 8, 2026, 11:52 p.m.
NED2 Entity disambiguation (via description) batch_69ae0c31f00c8190bb29098f95ee4cb9 completed March 8, 2026, 11:54 p.m.
Created at: March 4, 2026, 7:37 p.m.