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.