Triple

T8420306
Position Surface form Disambiguated ID Type / Status
Subject Royal Thai Navy E198829 entity
Predicate hasComponent P35 FINISHED
Object Frigate Squadron
Frigate Squadron is a naval formation of the Royal Thai Navy composed of frigate-class warships responsible for surface combat and maritime security operations.
E732266 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: Frigate Squadron | Statement: [Royal Thai Navy, hasComponent, Frigate Squadron]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Frigate Squadron
Context triple: [Royal Thai Navy, hasComponent, Frigate Squadron]
  • A. U.S. Navy Home Squadron
    The U.S. Navy Home Squadron was a 19th-century naval formation responsible for defending American coastal waters and interests in the Western Atlantic and Caribbean.
  • B. U.S. Navy Pacific Squadron
    The U.S. Navy Pacific Squadron was a 19th-century American naval formation responsible for projecting U.S. maritime power and protecting national interests across the Pacific Ocean.
  • C. Submarine Squadron
    Submarine Squadron is the Portuguese Navy’s dedicated operational unit responsible for managing, training, and deploying its fleet of submarines.
  • D. Destroyer Squadron 4
    Destroyer Squadron 4 was an Imperial Japanese Navy destroyer formation in World War II that operated in the Pacific, often centered around the light cruiser Nagara as its flagship.
  • E. Mediterranean Squadron
    The Mediterranean Squadron was a U.S. Navy naval formation that operated in the Mediterranean Sea, protecting American interests and combating threats such as piracy during the 19th century.
  • 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: Frigate Squadron
Triple: [Royal Thai Navy, hasComponent, Frigate Squadron]
Generated description
Frigate Squadron is a naval formation of the Royal Thai Navy composed of frigate-class warships responsible for surface combat and maritime security operations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Frigate Squadron
Target entity description: Frigate Squadron is a naval formation of the Royal Thai Navy composed of frigate-class warships responsible for surface combat and maritime security operations.
  • A. U.S. Navy Home Squadron
    The U.S. Navy Home Squadron was a 19th-century naval formation responsible for defending American coastal waters and interests in the Western Atlantic and Caribbean.
  • B. U.S. Navy Pacific Squadron
    The U.S. Navy Pacific Squadron was a 19th-century American naval formation responsible for projecting U.S. maritime power and protecting national interests across the Pacific Ocean.
  • C. Submarine Squadron
    Submarine Squadron is the Portuguese Navy’s dedicated operational unit responsible for managing, training, and deploying its fleet of submarines.
  • D. Destroyer Squadron 4
    Destroyer Squadron 4 was an Imperial Japanese Navy destroyer formation in World War II that operated in the Pacific, often centered around the light cruiser Nagara as its flagship.
  • E. Mediterranean Squadron
    The Mediterranean Squadron was a U.S. Navy naval formation that operated in the Mediterranean Sea, protecting American interests and combating threats such as piracy during the 19th century.
  • 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.