Datasets:
Formats:
csv
Size:
1K - 10K
Tags:
tabular
long-context-language-modeling
multi-head-attention
knowledge-graphs
neuro-symbolic-learning
causal-intervention
License:
File size: 2,509 Bytes
7f2bfa2 de7d913 7f2bfa2 de7d913 | 1 2 3 4 5 6 7 8 9 10 11 | use_case_id,scope,use_case,assigned_component,computational_method,kv_mode,typed_program,decision_rule,evaluation_scope
UC01,Model core,Late-context lexical and discourse continuation,Retained global KV heads,Dense multi-head causal attention,GLOBAL,NO_GRAPH_READ,"Retain when late-position perplexity utility is material or typed graph recovery is inadequate.",True-8k language-model evaluation
UC02,Model core,Recent token and phrase continuation,Localized non-graph KV groups,Local causal attention,LOCAL,NO_GRAPH_READ,"Localize only as part of a jointly passing subset; no semantic graph claim is attached to this mode.",True-8k language-model evaluation
UC03,Model core,Agent or ARG0 retrieval,Event-scoped graph group,Exact typed graph execution,LOCAL_GRAPH,READ_EVENT_ARG0,"Use only for the current resolved event and a valid ARG0 address.",Controlled graph-program cases
UC04,Model core,Patient or ARG1 retrieval,Event-scoped graph group,Exact typed graph execution,LOCAL_GRAPH,READ_EVENT_ARG1,"Use only for the current resolved event and a valid ARG1 address.",Controlled graph-program cases
UC05,Model core,Recipient or ARG2 retrieval,Event-scoped graph group,Exact typed graph execution,LOCAL_GRAPH,READ_EVENT_ARG2,"Use only for the current resolved event and a valid ARG2 address.",Controlled graph-program cases
UC06,Model core,Event time retrieval,Event-scoped graph group,Exact typed graph execution,LOCAL_GRAPH,READ_EVENT_TIME,"Use only for the current resolved event and a typed time relation.",Controlled graph-program cases
UC07,Model core,Event location retrieval,Event-scoped graph group,Exact typed graph execution,LOCAL_GRAPH,READ_EVENT_LOCATION,"Use only for the current resolved event and a typed location relation.",Controlled graph-program cases
UC08,Preprocessing,Natural text to authoritative carrier facts,Selective carrier compiler,Learned event-relation-argument resolution followed by deterministic typed closure,NOT_APPLICABLE,NOT_APPLICABLE,"Emit a fact only when event, relation, and argument prediction sets are singleton and the frame/valency proof is valid.",External-v3 natural carrier evaluation
UC09,Postprocessing,Four-way evidence-state decision,Evidence controller,Deterministic proof-state execution,NOT_APPLICABLE,READ_SUPPORT_OR_CONTRADICTION,"ANSWER for support only; REJECT for contradiction only; NOT_SURE for conflict or structural disagreement; IDK for absent required evidence or unresolved structure.",Hash-locked 800-case structured-evidence evaluation
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