Triple

T8420310
Position Surface form Disambiguated ID Type / Status
Subject Royal Thai Navy E198829 entity
Predicate hasComponent P35 FINISHED
Object Training Squadron
The Training Squadron is a unit of the Royal Thai Navy responsible for providing practical seamanship and naval training to officers, cadets, and enlisted personnel at sea.
 E732270 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: Training Squadron | Statement: [Royal Thai Navy, hasComponent, Training Squadron]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Training Squadron
Context triple: [Royal Thai Navy, hasComponent, Training Squadron]
  • A. Squadron Officer School
    Squadron Officer School is a United States Air Force professional military education institution that provides leadership and officership training to mid-career Air Force captains.
  • B. Airman Leadership School
    Airman Leadership School is a United States Air Force professional military education program that prepares junior enlisted airmen for supervisory and leadership roles.
  • C. Air Corps Tactical School
    The Air Corps Tactical School was a pre–World War II U.S. Army Air Corps institution that developed many of the foundational doctrines of modern airpower and strategic bombing.
  • D. Air Force Security Assistance Training Squadron
    The Air Force Security Assistance Training Squadron is a U.S. Air Force unit that provides training and support to international military partners as part of foreign military sales and security cooperation programs.
  • E. Drill Instructor School
    Drill Instructor School is a specialized United States Marine Corps training program that prepares selected Marines to become professional drill instructors responsible for transforming recruits into Marines.
  • 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: Training Squadron
Triple: [Royal Thai Navy, hasComponent, Training Squadron]
Generated description
The Training Squadron is a unit of the Royal Thai Navy responsible for providing practical seamanship and naval training to officers, cadets, and enlisted personnel at sea.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Training Squadron
Target entity description: The Training Squadron is a unit of the Royal Thai Navy responsible for providing practical seamanship and naval training to officers, cadets, and enlisted personnel at sea.
  • A. Squadron Officer School
    Squadron Officer School is a United States Air Force professional military education institution that provides leadership and officership training to mid-career Air Force captains.
  • B. Airman Leadership School
    Airman Leadership School is a United States Air Force professional military education program that prepares junior enlisted airmen for supervisory and leadership roles.
  • C. Air Corps Tactical School
    The Air Corps Tactical School was a pre–World War II U.S. Army Air Corps institution that developed many of the foundational doctrines of modern airpower and strategic bombing.
  • D. Air Force Security Assistance Training Squadron
    The Air Force Security Assistance Training Squadron is a U.S. Air Force unit that provides training and support to international military partners as part of foreign military sales and security cooperation programs.
  • E. Drill Instructor School
    Drill Instructor School is a specialized United States Marine Corps training program that prepares selected Marines to become professional drill instructors responsible for transforming recruits into Marines.
  • 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_69ce03476b288190b3df8f9f4d502ea8 completed April 2, 2026, 5:48 a.m.
NEDg Description generation batch_69ce0782b0dc8190bf971eacb3b4582c completed April 2, 2026, 6:06 a.m.
NED2 Entity disambiguation (via description) batch_69ce0854ce788190a209f229d504c038 completed April 2, 2026, 6:10 a.m.
Created at: March 30, 2026, 6:06 p.m.