self-review 2026-05-20: relation-type boost in BFS propagation

Add relation-specific multipliers to spreading activation:
- causes/caused_by edges: 2.0× (causal reasoning propagates stronger)
- enables/prevents edges: 1.5× (conditional logic gets boost)
- supersedes edges: 1.3× (promoted knowledge gets slight priority)
- inferred A→C edges: 0.7× (traversal-inferred paths weaker than explicit)

Field-validated against Hindsight (time-aware spreading activation, 2026)
and ACT-R cognitive architecture literature. Inferred edge discount prevents
the traversal inference pass from flooding activation with spurious high-
strength paths equal to explicit links.
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2026-05-20 08:37:45 -05:00
parent db7dae8236
commit 7b45468b1c
2 changed files with 15 additions and 1 deletions
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@@ -6882,7 +6882,21 @@ el_val_t engram_activate(el_val_t query, el_val_t depth) {
double tbonus = engram_temporal_proximity_bonus(on->created_at, seed_epoch);
double tdecay = engram_temporal_decay(on, now_ms);
double dampen = engram_activation_dampen(on);
double new_act = f.act * e->weight * SPREAD_DECAY * (1.0 + tbonus)
/* Relation-type boost: causal edges propagate stronger (field-validated
* against Hindsight/SYNAPSE literature: causes/caused_by 2.0×, enables/
* prevents 1.5×, supersedes 1.3×). Inferred AC edges are discounted
* (0.7×) so traversal-inference edges don't flood activation paths with
* the same strength as explicit edges. All others neutral (1.0×). */
double rel_boost = 1.0;
if (e->relation) {
if (strcmp(e->relation, "causes") == 0 ||
strcmp(e->relation, "caused_by") == 0) rel_boost = 2.0;
else if (strcmp(e->relation, "enables") == 0 ||
strcmp(e->relation, "prevents") == 0) rel_boost = 1.5;
else if (strcmp(e->relation, "supersedes") == 0) rel_boost = 1.3;
else if (strcmp(e->relation, "inferred") == 0) rel_boost = 0.7;
}
double new_act = f.act * e->weight * SPREAD_DECAY * rel_boost * (1.0 + tbonus)
* tdecay * dampen;
int64_t new_hops = f.hops + 1;
if (!reached[oi] || new_act > best_bg[oi]) {