Triple
T4035866
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Type 26 frigate |
E83824
|
entity |
| Predicate | replacedProgramme |
P53586
|
FINISHED |
| Object |
Future Surface Combatant programme
The Future Surface Combatant programme was a Royal Navy procurement initiative to develop a new class of advanced warships, which ultimately evolved into the Type 26 frigate project.
|
E407871
|
NE FINISHED |
How this triple was built (5 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: Future Surface Combatant programme | Statement: [Type 26 frigate, replacedProgramme, Future Surface Combatant programme]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Future Surface Combatant programme Context triple: [Type 26 frigate, replacedProgramme, Future Surface Combatant programme]
-
A.
Future Strategic Tanker Aircraft programme
The Future Strategic Tanker Aircraft programme is a UK Ministry of Defence initiative to provide modern air-to-air refuelling and air transport capabilities for the Royal Air Force through a fleet of multi-role tanker aircraft.
-
B.
Arctic and Offshore Patrol Ship program
The Arctic and Offshore Patrol Ship program is a Canadian naval procurement initiative to build a fleet of ice-capable patrol vessels for asserting sovereignty and conducting security and support operations in the Arctic and offshore waters.
-
C.
National Shipbuilding Procurement Strategy
The National Shipbuilding Procurement Strategy is a Canadian federal government initiative to renew and modernize the Royal Canadian Navy and Coast Guard fleets through long-term, large-scale shipbuilding contracts with domestic shipyards.
-
D.
Squadron 2020 program
The Squadron 2020 program is the Finnish Navy’s major modernization initiative to build a new fleet of multi-role Pohjanmaa-class corvettes to replace aging surface combatants and enhance Finland’s maritime defense capabilities.
-
E.
Center for Surface Combat Systems
The Center for Surface Combat Systems is a U.S. Navy training organization responsible for educating and preparing sailors in the operation and maintenance of surface warfare combat systems and related technologies.
- 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: Future Surface Combatant programme Triple: [Type 26 frigate, replacedProgramme, Future Surface Combatant programme]
Generated description
The Future Surface Combatant programme was a Royal Navy procurement initiative to develop a new class of advanced warships, which ultimately evolved into the Type 26 frigate project.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Future Surface Combatant programme Target entity description: The Future Surface Combatant programme was a Royal Navy procurement initiative to develop a new class of advanced warships, which ultimately evolved into the Type 26 frigate project.
-
A.
Future Strategic Tanker Aircraft programme
The Future Strategic Tanker Aircraft programme is a UK Ministry of Defence initiative to provide modern air-to-air refuelling and air transport capabilities for the Royal Air Force through a fleet of multi-role tanker aircraft.
-
B.
Arctic and Offshore Patrol Ship program
The Arctic and Offshore Patrol Ship program is a Canadian naval procurement initiative to build a fleet of ice-capable patrol vessels for asserting sovereignty and conducting security and support operations in the Arctic and offshore waters.
-
C.
National Shipbuilding Procurement Strategy
The National Shipbuilding Procurement Strategy is a Canadian federal government initiative to renew and modernize the Royal Canadian Navy and Coast Guard fleets through long-term, large-scale shipbuilding contracts with domestic shipyards.
-
D.
Squadron 2020 program
The Squadron 2020 program is the Finnish Navy’s major modernization initiative to build a new fleet of multi-role Pohjanmaa-class corvettes to replace aging surface combatants and enhance Finland’s maritime defense capabilities.
-
E.
Center for Surface Combat Systems
The Center for Surface Combat Systems is a U.S. Navy training organization responsible for educating and preparing sailors in the operation and maintenance of surface warfare combat systems and related technologies.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: replacedProgramme Context triple: [Type 26 frigate, replacedProgramme, Future Surface Combatant programme]
-
A.
replacedDuring
Indicates that one entity took the place of another entity during a specified time period or interval.
-
B.
placedBy
Indicates that one entity was positioned, set, or put in a location or context by another entity.
-
C.
replacedStation
Indicates that one station has taken the place of another station, typically succeeding it in function, service, or location.
-
D.
replacedVenue
Indicates that one venue has taken the place of another as its successor location or site.
-
E.
programmeName
Indicates that an entity has or is identified by a specific programme’s name.
- F. None of above. chosen
Provenance (7 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_69aed92f7cf0819098e0539bdcc3767f |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69aefb132f6c8190937acd35a6a5a9e4 |
completed | March 9, 2026, 4:53 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b556415ebc8190a528c7e22dbf70df |
completed | March 14, 2026, 12:36 p.m. |
| NEDg | Description generation | batch_69b556efc2148190a66e732e09e4fc21 |
completed | March 14, 2026, 12:39 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5575de0e88190843f1fcbc12c9dd5 |
completed | March 14, 2026, 12:41 p.m. |
| PD | Predicate disambiguation | batch_69aef8fe440c819093a7fa22c4ff3f1a |
completed | March 9, 2026, 4:44 p.m. |
| PDg | Predicate description generation | batch_69aefa815f2c8190818c9ffd9d1bf478 |
completed | March 9, 2026, 4:51 p.m. |
Created at: March 9, 2026, 3:36 p.m.