Triple

T8420276
Position Surface form Disambiguated ID Type / Status
Subject Royal Thai Navy E198829 entity
Predicate hasComponent P35 FINISHED
Object Naval Maintenance Department
The Naval Maintenance Department is a specialized unit of the Royal Thai Navy responsible for the upkeep, repair, and technical support of the navy’s ships, equipment, and related infrastructure.
 E737735 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 Maintenance Department | Statement: [Royal Thai Navy, hasComponent, Naval Maintenance Department]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Naval Maintenance Department
Context triple: [Royal Thai Navy, hasComponent, Naval Maintenance Department]
  • A. Naval Logistics Department
    The Naval Logistics Department is a key support branch of the Royal Thai Navy responsible for managing supply, maintenance, transportation, and other logistical services to sustain naval operations.
  • B. Naval Inspector General Department
    The Naval Inspector General Department is an oversight body within the Royal Thai Navy responsible for inspections, audits, and ensuring compliance with naval regulations and standards.
  • C. Naval Supply Systems Command
    Naval Supply Systems Command is a United States Navy organization responsible for providing global logistics, supply chain management, and support services to naval forces.
  • D. Naval Personnel Department
    The Naval Personnel Department is the branch of the Royal Thai Navy responsible for managing naval human resources, including recruitment, assignments, training, and personnel administration.
  • E. Naval Logistics Command
    The Naval Logistics Command is the Republic of Singapore Navy formation responsible for providing logistics, engineering support, and maintenance to ensure the operational readiness of the fleet.
  • 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 Maintenance Department
Triple: [Royal Thai Navy, hasComponent, Naval Maintenance Department]
Generated description
The Naval Maintenance Department is a specialized unit of the Royal Thai Navy responsible for the upkeep, repair, and technical support of the navy’s ships, equipment, and related infrastructure.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Naval Maintenance Department
Target entity description: The Naval Maintenance Department is a specialized unit of the Royal Thai Navy responsible for the upkeep, repair, and technical support of the navy’s ships, equipment, and related infrastructure.
  • A. Naval Logistics Department
    The Naval Logistics Department is a key support branch of the Royal Thai Navy responsible for managing supply, maintenance, transportation, and other logistical services to sustain naval operations.
  • B. Naval Inspector General Department
    The Naval Inspector General Department is an oversight body within the Royal Thai Navy responsible for inspections, audits, and ensuring compliance with naval regulations and standards.
  • C. Naval Supply Systems Command
    Naval Supply Systems Command is a United States Navy organization responsible for providing global logistics, supply chain management, and support services to naval forces.
  • D. Naval Personnel Department
    The Naval Personnel Department is the branch of the Royal Thai Navy responsible for managing naval human resources, including recruitment, assignments, training, and personnel administration.
  • E. Naval Logistics Command
    The Naval Logistics Command is the Republic of Singapore Navy formation responsible for providing logistics, engineering support, and maintenance to ensure the operational readiness of the fleet.
  • 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_69ce4db8bd5481909bb41053832f60ba completed April 2, 2026, 11:06 a.m.
NEDg Description generation batch_69ce4f587a7081908c357f82bc28a1aa completed April 2, 2026, 11:13 a.m.
NED2 Entity disambiguation (via description) batch_69ce5059e0f48190b8ff08253337f430 completed April 2, 2026, 11:17 a.m.
Created at: March 30, 2026, 6:06 p.m.