Triple
T7228707
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Collins-class submarine |
E154848
|
entity |
| Predicate | builder |
P3143
|
FINISHED |
| Object |
Australian Submarine Corporation
Australian Submarine Corporation is an Australian naval shipbuilding company best known for designing, constructing, and maintaining the Royal Australian Navy’s submarine fleet.
|
E650964
|
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: Australian Submarine Corporation | Statement: [Collins-class submarine, builder, Australian Submarine Corporation]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Australian Submarine Corporation Context triple: [Collins-class submarine, builder, Australian Submarine Corporation]
-
A.
MIL Davie Shipbuilding
MIL Davie Shipbuilding is a Canadian shipyard known for constructing major naval vessels, including modern warships for the Royal Canadian Navy.
-
B.
Holland Torpedo Boat Company
Holland Torpedo Boat Company was a late 19th-century American shipbuilding firm best known for developing some of the earliest practical submarines designed by John Philip Holland.
-
C.
Naval Design Bureau
The Naval Design Bureau is the Indian Navy’s in-house organization responsible for the design and development of naval ships and related maritime platforms.
-
D.
Mazagon Dock Shipbuilders Limited
Mazagon Dock Shipbuilders Limited is a major Indian public sector shipyard based in Mumbai, known for constructing warships and submarines for the Indian Navy and other clients.
-
E.
Imabari Shipbuilding
Imabari Shipbuilding is a major Japanese shipbuilding company known for constructing large commercial vessels, including some of the world’s biggest container ships.
- 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: Australian Submarine Corporation Triple: [Collins-class submarine, builder, Australian Submarine Corporation]
Generated description
Australian Submarine Corporation is an Australian naval shipbuilding company best known for designing, constructing, and maintaining the Royal Australian Navy’s submarine fleet.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Australian Submarine Corporation Target entity description: Australian Submarine Corporation is an Australian naval shipbuilding company best known for designing, constructing, and maintaining the Royal Australian Navy’s submarine fleet.
-
A.
MIL Davie Shipbuilding
MIL Davie Shipbuilding is a Canadian shipyard known for constructing major naval vessels, including modern warships for the Royal Canadian Navy.
-
B.
Holland Torpedo Boat Company
Holland Torpedo Boat Company was a late 19th-century American shipbuilding firm best known for developing some of the earliest practical submarines designed by John Philip Holland.
-
C.
Naval Design Bureau
The Naval Design Bureau is the Indian Navy’s in-house organization responsible for the design and development of naval ships and related maritime platforms.
-
D.
Mazagon Dock Shipbuilders Limited
Mazagon Dock Shipbuilders Limited is a major Indian public sector shipyard based in Mumbai, known for constructing warships and submarines for the Indian Navy and other clients.
-
E.
Imabari Shipbuilding
Imabari Shipbuilding is a major Japanese shipbuilding company known for constructing large commercial vessels, including some of the world’s biggest container ships.
- 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_69c68811dd1c8190ac460bb39e64e1f0 |
completed | March 27, 2026, 1:37 p.m. |
| NER | Named-entity recognition | batch_69c6e9e0ba248190a57a3b4fa8b858c7 |
completed | March 27, 2026, 8:34 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c7cc1cdfb88190934387e44531b732 |
completed | March 28, 2026, 12:39 p.m. |
| NEDg | Description generation | batch_69c7cdb372c481908a09df2107ada8c3 |
completed | March 28, 2026, 12:46 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c7cebb70c881908e851556b678342a |
completed | March 28, 2026, 12:51 p.m. |
Created at: March 27, 2026, 2:54 p.m.