Triple

T13362387
Position Surface form Disambiguated ID Type / Status
Subject National Shipbuilding Procurement Strategy E318850 entity
Predicate includesProgram P1393 FINISHED
Object Joint Support Ships
Joint Support Ships are Canadian naval auxiliary vessels designed to provide at-sea replenishment, logistics, and support to Royal Canadian Navy task groups during extended operations.
E1037803 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: Joint Support Ships | Statement: [National Shipbuilding Procurement Strategy, includesProgram, Joint Support Ships]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Joint Support Ships
Context triple: [National Shipbuilding Procurement Strategy, includesProgram, Joint Support Ships]
  • A. U.S. Coast Guard cutters
    U.S. Coast Guard cutters are commissioned vessels of the United States Coast Guard that perform missions such as search and rescue, law enforcement, environmental protection, and national defense in U.S. and international waters.
  • B. Ready Reserve Force vessels
    Ready Reserve Force vessels are U.S. government-owned, militarily useful cargo ships maintained in a reduced operating status so they can be rapidly activated to support national defense and emergency sealift operations.
  • C. U.S. Navy surface ships
    U.S. Navy surface ships are commissioned naval vessels that operate on the ocean’s surface, including destroyers, cruisers, frigates, and other warships used for missions such as defense, power projection, and maritime security.
  • D. Liberty ships
    Liberty ships were mass-produced American cargo vessels built during World War II to rapidly transport war supplies and troops across the Atlantic and other theaters.
  • E. Auxiliary General Oceanographic Research (AGOR) ships
    Auxiliary General Oceanographic Research (AGOR) ships are U.S. Navy-owned, research-focused vessels operated by academic and oceanographic institutions to conduct advanced scientific studies of the world’s oceans.
  • 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: Joint Support Ships
Triple: [National Shipbuilding Procurement Strategy, includesProgram, Joint Support Ships]
Generated description
Joint Support Ships are Canadian naval auxiliary vessels designed to provide at-sea replenishment, logistics, and support to Royal Canadian Navy task groups during extended operations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Joint Support Ships
Target entity description: Joint Support Ships are Canadian naval auxiliary vessels designed to provide at-sea replenishment, logistics, and support to Royal Canadian Navy task groups during extended operations.
  • A. U.S. Coast Guard cutters
    U.S. Coast Guard cutters are commissioned vessels of the United States Coast Guard that perform missions such as search and rescue, law enforcement, environmental protection, and national defense in U.S. and international waters.
  • B. Ready Reserve Force vessels
    Ready Reserve Force vessels are U.S. government-owned, militarily useful cargo ships maintained in a reduced operating status so they can be rapidly activated to support national defense and emergency sealift operations.
  • C. U.S. Navy surface ships
    U.S. Navy surface ships are commissioned naval vessels that operate on the ocean’s surface, including destroyers, cruisers, frigates, and other warships used for missions such as defense, power projection, and maritime security.
  • D. Liberty ships
    Liberty ships were mass-produced American cargo vessels built during World War II to rapidly transport war supplies and troops across the Atlantic and other theaters.
  • E. Auxiliary General Oceanographic Research (AGOR) ships
    Auxiliary General Oceanographic Research (AGOR) ships are U.S. Navy-owned, research-focused vessels operated by academic and oceanographic institutions to conduct advanced scientific studies of the world’s oceans.
  • 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_69d806b7bbac8190b85278c87fa7aff3 completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69da628affd081909f1790d333f0eef4 completed April 11, 2026, 3:02 p.m.
NED1 Entity disambiguation (via context triple) batch_69f7267c99788190b158b1d9f57ceba2 completed May 3, 2026, 10:42 a.m.
NEDg Description generation batch_69f72a92211481909ddc9e45b6a3a488 completed May 3, 2026, 10:59 a.m.
NED2 Entity disambiguation (via description) batch_69f72b869a8c81908d3d6e05c80d89cf completed May 3, 2026, 11:03 a.m.
Created at: April 9, 2026, 9:32 p.m.