Triple

T8420326
Position Surface form Disambiguated ID Type / Status
Subject Royal Thai Navy E198829 entity
Predicate hasComponent P35 FINISHED
Object Naval Operations School
The Naval Operations School is a training institution of the Royal Thai Navy that prepares naval personnel in operational tactics, seamanship, and maritime warfare skills.
 E761478 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: Naval Operations School | Statement: [Royal Thai Navy, hasComponent, Naval Operations School]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Naval Operations School
Context triple: [Royal Thai Navy, hasComponent, Naval Operations School]
  • A. Naval Intelligence School
    The Naval Intelligence School is a specialized training institution of the Royal Thai Navy focused on developing naval intelligence and related operational skills for its personnel.
  • B. Naval Logistics School
    The Naval Logistics School is a training institution of the Royal Thai Navy specializing in education and development of naval logistics, supply, and support personnel.
  • C. Naval School of Non-Commissioned Officers
    The Naval School of Non-Commissioned Officers is a Chilean naval training institution dedicated to educating and preparing enlisted personnel for leadership and technical roles within the Chilean Navy.
  • D. Naval Command and Staff College
    The Naval Command and Staff College is a U.S. Navy intermediate-level professional military education program that prepares mid-career officers and defense professionals for higher command and staff responsibilities through advanced studies in strategy, operations, and leadership.
  • E. Naval Command and Staff College
    The Naval Command and Staff College is a professional military education institution that trains and develops mid- to senior-level officers of the Royal Thai Navy in naval strategy, leadership, and staff duties.
  • 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: Naval Operations School
Triple: [Royal Thai Navy, hasComponent, Naval Operations School]
Generated description
The Naval Operations School is a training institution of the Royal Thai Navy that prepares naval personnel in operational tactics, seamanship, and maritime warfare skills.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Naval Operations School
Target entity description: The Naval Operations School is a training institution of the Royal Thai Navy that prepares naval personnel in operational tactics, seamanship, and maritime warfare skills.
  • A. Naval Intelligence School
    The Naval Intelligence School is a specialized training institution of the Royal Thai Navy focused on developing naval intelligence and related operational skills for its personnel.
  • B. Naval Logistics School
    The Naval Logistics School is a training institution of the Royal Thai Navy specializing in education and development of naval logistics, supply, and support personnel.
  • C. Naval School of Non-Commissioned Officers
    The Naval School of Non-Commissioned Officers is a Chilean naval training institution dedicated to educating and preparing enlisted personnel for leadership and technical roles within the Chilean Navy.
  • D. Naval Command and Staff College
    The Naval Command and Staff College is a U.S. Navy intermediate-level professional military education program that prepares mid-career officers and defense professionals for higher command and staff responsibilities through advanced studies in strategy, operations, and leadership.
  • E. Naval Command and Staff College
    The Naval Command and Staff College is a professional military education institution that trains and develops mid- to senior-level officers of the Royal Thai Navy in naval strategy, leadership, and staff duties.
  • 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_69cf887208188190902ad8be01397371 completed April 3, 2026, 9:29 a.m.
NEDg Description generation batch_69cf8c85e154819098b446ac0acac880 completed April 3, 2026, 9:46 a.m.
NED2 Entity disambiguation (via description) batch_69cf8cda73588190b1fe48ba512d302d completed April 3, 2026, 9:48 a.m.
Created at: March 30, 2026, 6:06 p.m.