Triple
T16392312
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Type 23 frigate |
E398083
|
entity |
| Predicate | builtBy |
P972
|
FINISHED |
| Object |
Yarrow Shipbuilders
Yarrow Shipbuilders is a historic British shipbuilding company best known for constructing Royal Navy warships and other naval vessels.
|
E1210835
|
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: Yarrow Shipbuilders | Statement: [Type 23 frigate, builtBy, Yarrow Shipbuilders]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Yarrow Shipbuilders Context triple: [Type 23 frigate, builtBy, Yarrow Shipbuilders]
-
A.
Appledore Shipbuilders
Appledore Shipbuilders is a British shipbuilding company based in Appledore, Devon, known for constructing research vessels, naval ships, and commercial craft.
-
B.
Osborne shipyards
Osborne shipyards is a major Australian naval and commercial shipbuilding and maintenance facility located on the Port River in South Australia.
-
C.
Davie Shipbuilding
Davie Shipbuilding is a major Canadian shipyard based in Lévis, Quebec, known for constructing and refitting commercial and naval vessels.
-
D.
Brown Shipbuilding Company
Brown Shipbuilding Company was a World War II-era American shipyard in Houston, Texas, known for rapidly producing destroyer escorts and other naval vessels for the U.S. Navy.
-
E.
Colin Archer Shipyard
Colin Archer Shipyard was a renowned Norwegian boatbuilding yard famous for constructing robust polar exploration vessels and seaworthy rescue boats in the late 19th and early 20th centuries.
- 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: Yarrow Shipbuilders Triple: [Type 23 frigate, builtBy, Yarrow Shipbuilders]
Generated description
Yarrow Shipbuilders is a historic British shipbuilding company best known for constructing Royal Navy warships and other naval vessels.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Yarrow Shipbuilders Target entity description: Yarrow Shipbuilders is a historic British shipbuilding company best known for constructing Royal Navy warships and other naval vessels.
-
A.
Appledore Shipbuilders
Appledore Shipbuilders is a British shipbuilding company based in Appledore, Devon, known for constructing research vessels, naval ships, and commercial craft.
-
B.
Osborne shipyards
Osborne shipyards is a major Australian naval and commercial shipbuilding and maintenance facility located on the Port River in South Australia.
-
C.
Davie Shipbuilding
Davie Shipbuilding is a major Canadian shipyard based in Lévis, Quebec, known for constructing and refitting commercial and naval vessels.
-
D.
Brown Shipbuilding Company
Brown Shipbuilding Company was a World War II-era American shipyard in Houston, Texas, known for rapidly producing destroyer escorts and other naval vessels for the U.S. Navy.
-
E.
Colin Archer Shipyard
Colin Archer Shipyard was a renowned Norwegian boatbuilding yard famous for constructing robust polar exploration vessels and seaworthy rescue boats in the late 19th and early 20th centuries.
- 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_69d87f2880b48190ae1a9673a3bbef80 |
completed | April 10, 2026, 4:40 a.m. |
| NER | Named-entity recognition | batch_69e326436ce881909f0f3899b8d931aa |
completed | April 18, 2026, 6:35 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a003573c6d48190979201b9619c5103 |
completed | May 10, 2026, 7:36 a.m. |
| NEDg | Description generation | batch_6a00373d262c8190b85e451ca0763504 |
completed | May 10, 2026, 7:43 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0037e43a2c8190993447ade595f6e6 |
completed | May 10, 2026, 7:46 a.m. |
Created at: April 10, 2026, 5:08 a.m.