Triple

T13362390
Position Surface form Disambiguated ID Type / Status
Subject National Shipbuilding Procurement Strategy E318850 entity
Predicate includesProgram P1393 FINISHED
Object Polar Icebreaker
A polar icebreaker is a specialized, heavily reinforced ship designed to navigate and break through thick sea ice in polar regions, enabling safe passage and supporting scientific, commercial, and sovereign operations in Arctic and Antarctic waters.
E1037805 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: Polar Icebreaker | Statement: [National Shipbuilding Procurement Strategy, includesProgram, Polar Icebreaker]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Polar Icebreaker
Context triple: [National Shipbuilding Procurement Strategy, includesProgram, Polar Icebreaker]
  • A. Healy-class icebreaker
    The Healy-class icebreaker is a class of U.S. Coast Guard polar research and icebreaking vessels designed to support scientific missions and operations in Arctic and Antarctic waters.
  • B. nuclear icebreaker Arktika
    The nuclear icebreaker Arktika is a pioneering Soviet-built vessel best known for being the first surface ship to reach the North Pole and for its extensive service in Arctic navigation.
  • C. Melville-class oceanographic research ship
    The Melville-class oceanographic research ship is a class of U.S. research vessels designed for advanced oceanographic studies and operated primarily by academic institutions before being succeeded by the Neil Armstrong class.
  • D. Walrus-class submarine
    The Walrus-class submarine is a Dutch-built class of modern diesel-electric attack submarines known for their stealth, long-range patrol capabilities, and service with the Royal Netherlands Navy.
  • E. Polar Class 5
    Polar Class 5 is an ice-strength rating for ships designed to operate year-round in medium first-year ice conditions, which may include old ice inclusions.
  • 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: Polar Icebreaker
Triple: [National Shipbuilding Procurement Strategy, includesProgram, Polar Icebreaker]
Generated description
A polar icebreaker is a specialized, heavily reinforced ship designed to navigate and break through thick sea ice in polar regions, enabling safe passage and supporting scientific, commercial, and sovereign operations in Arctic and Antarctic waters.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Polar Icebreaker
Target entity description: A polar icebreaker is a specialized, heavily reinforced ship designed to navigate and break through thick sea ice in polar regions, enabling safe passage and supporting scientific, commercial, and sovereign operations in Arctic and Antarctic waters.
  • A. Healy-class icebreaker
    The Healy-class icebreaker is a class of U.S. Coast Guard polar research and icebreaking vessels designed to support scientific missions and operations in Arctic and Antarctic waters.
  • B. nuclear icebreaker Arktika
    The nuclear icebreaker Arktika is a pioneering Soviet-built vessel best known for being the first surface ship to reach the North Pole and for its extensive service in Arctic navigation.
  • C. Melville-class oceanographic research ship
    The Melville-class oceanographic research ship is a class of U.S. research vessels designed for advanced oceanographic studies and operated primarily by academic institutions before being succeeded by the Neil Armstrong class.
  • D. Walrus-class submarine
    The Walrus-class submarine is a Dutch-built class of modern diesel-electric attack submarines known for their stealth, long-range patrol capabilities, and service with the Royal Netherlands Navy.
  • E. Polar Class 5
    Polar Class 5 is an ice-strength rating for ships designed to operate year-round in medium first-year ice conditions, which may include old ice inclusions.
  • 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.