Triple
T9521335
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | UK Strategic Defence and Security Review 2015 |
E229649
|
entity |
| Predicate | includesDecisionOn |
P88525
|
FINISHED |
| Object |
Joint Force 2025 structure
Joint Force 2025 structure is the planned configuration and capability mix of the United Kingdom’s armed forces designed to meet anticipated security challenges by the mid-2020s.
|
E803855
|
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: Joint Force 2025 structure | Statement: [UK Strategic Defence and Security Review 2015, includesDecisionOn, Joint Force 2025 structure]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Joint Force 2025 structure Context triple: [UK Strategic Defence and Security Review 2015, includesDecisionOn, Joint Force 2025 structure]
-
A.
America’s Expeditionary Force in Readiness
America’s Expeditionary Force in Readiness is the motto of I Marine Expeditionary Force, emphasizing its role as a rapidly deployable, combat-ready Marine air-ground task force prepared to respond worldwide.
-
B.
Joint Strategic Capabilities Plan
The Joint Strategic Capabilities Plan is a key U.S. military planning document that translates national-level guidance into specific operational tasks and force assignments for combatant commands.
-
C.
J8 Force Structure, Resources and Assessment Directorate
The J8 Force Structure, Resources and Assessment Directorate is a Joint Staff directorate responsible for analyzing, planning, and integrating U.S. military force structure, resources, and capability assessments to support strategic decision-making.
-
D.
Strategic Force Generation and Capability Planning Cell
The Strategic Force Generation and Capability Planning Cell is a specialized unit within the UN Department of Peace Operations responsible for planning, coordinating, and optimizing the military and police capabilities required for peacekeeping missions.
-
E.
U.S. Army Futures Command
U.S. Army Futures Command is a major Army command responsible for modernizing the force by developing and integrating future concepts, technologies, and capabilities.
- 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: Joint Force 2025 structure Triple: [UK Strategic Defence and Security Review 2015, includesDecisionOn, Joint Force 2025 structure]
Generated description
Joint Force 2025 structure is the planned configuration and capability mix of the United Kingdom’s armed forces designed to meet anticipated security challenges by the mid-2020s.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Joint Force 2025 structure Target entity description: Joint Force 2025 structure is the planned configuration and capability mix of the United Kingdom’s armed forces designed to meet anticipated security challenges by the mid-2020s.
-
A.
America’s Expeditionary Force in Readiness
America’s Expeditionary Force in Readiness is the motto of I Marine Expeditionary Force, emphasizing its role as a rapidly deployable, combat-ready Marine air-ground task force prepared to respond worldwide.
-
B.
Joint Strategic Capabilities Plan
The Joint Strategic Capabilities Plan is a key U.S. military planning document that translates national-level guidance into specific operational tasks and force assignments for combatant commands.
-
C.
J8 Force Structure, Resources and Assessment Directorate
The J8 Force Structure, Resources and Assessment Directorate is a Joint Staff directorate responsible for analyzing, planning, and integrating U.S. military force structure, resources, and capability assessments to support strategic decision-making.
-
D.
Strategic Force Generation and Capability Planning Cell
The Strategic Force Generation and Capability Planning Cell is a specialized unit within the UN Department of Peace Operations responsible for planning, coordinating, and optimizing the military and police capabilities required for peacekeeping missions.
-
E.
U.S. Army Futures Command
U.S. Army Futures Command is a major Army command responsible for modernizing the force by developing and integrating future concepts, technologies, and capabilities.
- 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_69ca847870a881909d8d751a7d29da39 |
completed | March 30, 2026, 2:11 p.m. |
| NER | Named-entity recognition | batch_69cd9884dd5c8190b69c178cb2ac75c2 |
completed | April 1, 2026, 10:13 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d13a5cd2d881908b27649b396c50a1 |
completed | April 4, 2026, 4:20 p.m. |
| NEDg | Description generation | batch_69d13be79b1c8190a9110312ae25cf32 |
completed | April 4, 2026, 4:27 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d13ca165b88190b4d629df0e079b3b |
completed | April 4, 2026, 4:30 p.m. |
Created at: March 30, 2026, 7:59 p.m.