feat(epistemic): add first-class state enums

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Shay 2026-05-24 10:59:15 -07:00
parent a45eab1fe3
commit 764bc7f7f5

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core/epistemic_state.py Normal file
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"""First-class epistemic-state and normative-clearance enums.
Phase 3 of the epistemic-state program makes the ratified taxonomy
queryable from runtime artifacts without entangling callers with the
scope document. The values are intentionally lower_snake_case so they
serialize stably into JSONL, metadata dictionaries, and test fixtures.
"""
from __future__ import annotations
from enum import Enum, unique
from typing import Any
@unique
class EpistemicState(str, Enum):
PERCEIVED = "perceived"
EVIDENCED = "evidenced"
EVIDENCED_INCOMPLETE = "evidenced_incomplete"
VERIFIED = "verified"
DECODED = "decoded"
DECODED_UNARTICULATED = "decoded_unarticulated"
INFERRED = "inferred"
UNVERIFIED_POSSIBLE = "unverified_possible"
UNVERIFIED_NOVEL = "unverified_novel"
CONTRADICTED = "contradicted"
AMBIGUOUS = "ambiguous"
UNDETERMINED = "undetermined"
SCOPE_BOUNDARY = "scope_boundary"
COMPUTATIONALLY_BOUNDED = "computationally_bounded"
EPISTEMIC_STATE_NEEDED = "epistemic_state_needed"
@unique
class NormativeClearance(str, Enum):
CLEARED = "cleared"
VIOLATED = "violated"
UNASSESSABLE = "unassessable"
SUPPRESSED = "suppressed"
def coerce_epistemic_state(value: object | None, *, default: EpistemicState = EpistemicState.UNDETERMINED) -> EpistemicState:
if isinstance(value, EpistemicState):
return value
if isinstance(value, str):
normalized = value.strip().lower().replace("-", "_")
for state in EpistemicState:
if normalized in {state.value, state.name.lower()}:
return state
return default
def coerce_normative_clearance(value: object | None, *, default: NormativeClearance = NormativeClearance.UNASSESSABLE) -> NormativeClearance:
if isinstance(value, NormativeClearance):
return value
if isinstance(value, str):
normalized = value.strip().lower().replace("-", "_")
for clearance in NormativeClearance:
if normalized in {clearance.value, clearance.name.lower()}:
return clearance
return default
def clearance_from_verdicts(verdicts: Any = None, *, safety_verdict: Any = None, ethics_verdict: Any = None) -> NormativeClearance:
"""Derive the orthogonal normative-clearance state for a turn.
Refusal replacement is a SUPPRESSED surface. Otherwise any failed
safety/ethics verdict is VIOLATED. If every available verdict is
upheld but at least one result was not runtime-checkable, the turn is
UNASSESSABLE rather than positively CLEARED. Only fully upheld and
fully runtime-checkable verdicts are CLEARED.
"""
if verdicts is not None:
if bool(getattr(verdicts, "refusal_emitted", False)):
return NormativeClearance.SUPPRESSED
safety_verdict = safety_verdict if safety_verdict is not None else getattr(verdicts, "safety_verdict", None)
ethics_verdict = ethics_verdict if ethics_verdict is not None else getattr(verdicts, "ethics_verdict", None)
saw_unassessable = False
saw_verdict = False
for verdict in (safety_verdict, ethics_verdict):
if verdict is None:
continue
saw_verdict = True
if not bool(getattr(verdict, "upheld", True)):
return NormativeClearance.VIOLATED
results = tuple(getattr(verdict, "results", ()) or ())
if any(not bool(getattr(result, "runtime_checkable", True)) for result in results):
saw_unassessable = True
elif int(getattr(verdict, "runtime_checkable_count", 0) or 0) == 0:
saw_unassessable = True
if not saw_verdict or saw_unassessable:
return NormativeClearance.UNASSESSABLE
return NormativeClearance.CLEARED
def epistemic_state_for_grounding_source(source: str | None) -> EpistemicState:
"""Default runtime mapping for existing grounding-source labels."""
normalized = (source or "none").strip().lower()
if normalized in {"pack", "teaching", "vault"}:
return EpistemicState.DECODED
if normalized == "partial":
return EpistemicState.EVIDENCED_INCOMPLETE
if normalized == "oov":
return EpistemicState.UNVERIFIED_NOVEL
if normalized == "none":
return EpistemicState.UNDETERMINED
return EpistemicState.EPISTEMIC_STATE_NEEDED
__all__ = [
"EpistemicState",
"NormativeClearance",
"clearance_from_verdicts",
"coerce_epistemic_state",
"coerce_normative_clearance",
"epistemic_state_for_grounding_source",
]