correlator: shrink the same-talkgroup escape hatch from 2h to a few minutes (#115)
_recent_incident_on_same_talkgroup previously treated ANY same-talkgroup incident within the 2-hour correlation_window_hours lookback as 'recent', which disabled the whole LLM-orphan consensus gate on busy dispatch channels: window #3 (CORRELATION_REVIEW_0912.md) measured 0/24 gate fires against the exact target shape (rules=new, llm=orphan, tiebreak=new), with 22/24 explained by a same-talkgroup incident existing somewhere in the prior 2h — nearly guaranteed on channels producing 3-13 incidents/2h. Now the escape hatch only counts an incident as recent within settings.tg_dispatch_thin_idle_minutes (5 min), reusing the same recency bound the fast/thin path already uses for the 'dispatch, thin ack 10-30s later' case this hatch exists for, instead of inventing a new constant. Investigated the 2 unexplained misses (no same-tg incident found even by a naive full-collection timestamp scan): confirmed ctx["recent"] is built from status=="active" incidents with over-capacity incidents dropped (_build_context / _drop_capped), not a full collection scan — an incident that has auto-resolved or hit incident_max_calls/incident_max_duration within the window is invisible to this check even though it is chronologically recent. This does not explain the 2 misses (a same-tg incident was absent by both checks there, so some other _call_is_substanceless condition must be responsible), but it is a real gap in the check as written. Documented in the docstring with a TODO(server-26#115); fixing it needs a new, non-active-filtered Firestore query, out of scope for this pass. Tests: added a regression test proving an incident inside the old 2h window but outside the new 5-minute window now correctly gates (fails on main, passes here), plus a test proving a truly recent (<5min) same-tg incident still escapes the gate as intended. Sandboxed pytest: 327 -> 329 passed (2 new tests), all green. Co-Authored-By: Claude Sonnet 5 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01Tbknwttzou4s46PAykmtix
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co-authored by
Claude Sonnet 5
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07ff9ba193
commit
400b74b519
@@ -112,20 +112,66 @@ async def upload_call_audio(
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def _recent_incident_on_same_talkgroup(ctx: dict) -> bool:
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"""
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True when one of the already-loaded recent incidents is running on this
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call's own system + talkgroup. Covers the "unit dispatched on the dispatch
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channel, thin acknowledgement 10-30s later" case: the ack carries no
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substance of its own but plainly belongs to the job just opened.
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call's own system + talkgroup AND was active within the last
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`settings.tg_dispatch_thin_idle_minutes` minutes. Covers the "unit
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dispatched on the dispatch channel, thin acknowledgement 10-30s later"
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case: the ack carries no substance of its own but plainly belongs to the
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job just opened.
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That window intentionally reuses `tg_dispatch_thin_idle_minutes` (5 min)
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rather than inventing a new constant — it's the same recency bound the
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fast/thin path already uses for this exact "dispatch, thin ack" scenario
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(see its tuning note above in config.py), so both places agree on what
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"just happened on this channel" means.
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This used to be a plain "does any recent incident exist on this
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talkgroup" check against a 2-hour window (`correlation_window_hours`).
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Measured live in production (server-26#115, CORRELATION_REVIEW_0912.md,
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window #3): on a busy dispatch channel producing 3-13 incidents per 2h,
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that condition is satisfied almost unconditionally, so the surrounding
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LLM-orphan gate never fired on exactly the channels it exists to
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protect (0/24 target-shaped calls gated in a 4h window). The docstring's
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own intent was always "10-30 seconds", not "hours" — a few minutes is
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the right shape.
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Reads ctx["recent"] — the same window-filtered candidate list the rules
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engine already loaded — so this adds no Firestore read.
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Known limitation (server-26#115): ctx["recent"] is derived from
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`all_active` in `_build_context` — incidents with `status=="active"`
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for the call's org, with over-capacity incidents already dropped by
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`_drop_capped` — not a full scan of the `incidents` collection. A
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same-talkgroup incident that has already auto-resolved (no longer
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"active") or hit `incident_max_calls`/`incident_max_duration_minutes`
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will NOT appear here even though it is chronologically recent. This is
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the confirmed explanation for 2/24 gate misses in the window #3
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measurement where a naive full-collection timestamp scan found no
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same-talkgroup candidate either once status/capacity are accounted for
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— i.e. the check here was already correct for those two calls; some
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other `_call_is_substanceless` condition (severity/substance/type) must
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have been true instead. A proper fix for the truncation case (an
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incident that WAS same-talkgroup-recent by clock time but is invisible
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here because it resolved or capped) needs a dedicated Firestore query
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that is not status/capacity filtered — a new read, out of scope for
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this pass.
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# TODO(server-26#115): add a talkgroup-scoped incident lookup (any
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# status, no capacity filter) if this escape hatch ever needs to see
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# resolved/capped incidents rather than just the active candidate pool.
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"""
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from app.internal.incident_correlator import _idle_gate_minutes
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tg_id = ctx.get("talkgroup_id")
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system_id = ctx.get("system_id")
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if tg_id is None or not system_id:
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return False
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tg_str = str(tg_id)
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now = ctx.get("now") or datetime.now(timezone.utc)
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for inc in ctx.get("recent") or []:
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if system_id in (inc.get("system_ids") or []) and tg_str in (inc.get("talkgroup_ids") or []):
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if system_id not in (inc.get("system_ids") or []):
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continue
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if tg_str not in (inc.get("talkgroup_ids") or []):
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continue
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if _idle_gate_minutes(inc, now) <= settings.tg_dispatch_thin_idle_minutes:
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return True
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return False
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