Merge pull request 'intelligence: traffic stops and self-initiated activity open incidents' (#178) from feat/traffic-stops into main

Owner: traffic stops should show on the portal — otherwise they are only
visible in the archive. In the 09-22 replay (server-26#170) every Ch 1
stop ("45 Adam on a stop, Eastbound Central Express", "CM2 on the stop,
southbound") came back from extraction untyped, untagged and routine —
read as status traffic after #138 — so the creation gate never opened one.

- prompt: a unit reporting its own activity (on a stop, out with a vehicle
  or pedestrian) is a real event: police, tagged, at least minor; the plate
  lookups for it belong to it.
- deterministic backstop after extraction: stop / "put me out with"
  phrasing adds a "traffic-stop" / "self-initiated" tag (the substance the
  creation gate counts), police type if none, minor if routine. Negated
  phrasing ("not pull the car over") is left alone; nothing is downgraded.

c2-core: 469 pass.

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>

drb-c2-core/app/internal/incident_correlator.py

@@ -224,6 +224,16 @@ def _normalize_unit(unit: str) -> str:
     return key or unit.strip().lower()
 
 
+def _after_close(inc: dict, now: datetime) -> bool:
+    try:
+        closed = datetime.fromisoformat(str(inc.get("resolved_at") or "").replace("Z", "+00:00"))
+    except ValueError:
+        return True
+    if closed.tzinfo is None:
+        closed = closed.replace(tzinfo=timezone.utc)
+    return now > closed
+
+
 def _is_trackable_unit(unit: str) -> bool:
     """
     Whether a unit is concrete enough to hold an incident open until it clears.
@@ -2029,7 +2039,8 @@ async def _update_incident(
     incident_id = inc["incident_id"]
 
     call_ids = list(inc.get("call_ids") or [])
-    if call_id not in call_ids:
+    is_new_call = call_id not in call_ids
+    if is_new_call:
         call_ids.append(call_id)
 
     talkgroup_ids = list(inc.get("talkgroup_ids") or [])
@@ -2101,10 +2112,11 @@ async def _update_incident(
     # thin traffic rides along without extending its life.
     if refresh_activity:
         updates["updated_at"] = _floor_at_started_at(inc, now).isoformat()
-        updates["substantive_call_count"] = (
+        if is_new_call:  # a second scene of the same call is not a second call
-            inc.get("substantive_call_count")
+            updates["substantive_call_count"] = (
-            if inc.get("substantive_call_count") is not None else len(inc.get("call_ids") or [])
+                inc.get("substantive_call_count")
-        ) + 1
+                if inc.get("substantive_call_count") is not None else len(inc.get("call_ids") or [])
+            ) + 1
     else:
         updates["last_thin_at"] = now.isoformat()
     # Update incident type when a re-classified call provides a concrete type.
@@ -2122,8 +2134,11 @@ async def _update_incident(
     # Signal-based auto-resolve: every tracked unit has cleared, none still active.
     # Requires at least one unit to have explicitly signalled back-in-service so we
     # don't fire on incidents where units were never tracked (no unit mentions at all).
-    if inc.get("status") == "resolved":
+    if inc.get("status") == "resolved" and refresh_activity and _after_close(inc, now):
-        # A timer close was provisional and a related call just arrived.
+        # A timer close was provisional and a related, substantive call arrived
+        # after it. A thin "10-4" rides along without reopening (it would not
+        # refresh updated_at, so the next sweep would just close it again),
+        # and neither does a sweep link of a call from before the close.
         updates.update({"status": "active", "resolved_at": None, "resolved_via": None,
                         "reopenable": False, "reopened_count": (inc.get("reopened_count") or 0) + 1})
         logger.info(f"Correlator: reopened timer-closed incident {incident_id} (call {call_id})")
@@ -2373,6 +2388,10 @@ async def _find_cross_system_parent(
     best_score = 0.0
 
     for inc in recent:
+        # A timer-closed incident is in `recent` only so a related call can
+        # reopen it; it must not be adopted as another agency's parent.
+        if inc.get("status") != "active":
+            continue
         # Only cross-system candidates
         if system_id in (inc.get("system_ids") or []):
             continue

drb-c2-core/app/internal/intelligence.py

@@ -67,7 +67,7 @@ Rules:
 - tags: describe WHAT happened, not WHERE. Specific, lowercase, hyphenated. Do not use location names, road names, talkgroup names, or place names as tags (wrong: "lower-macy's", "canvas-route-6", "route-202"; right: "suspect-search", "shoplifting", "vehicle-pursuit"). Do not repeat incident_type as a tag.
 - units: ONLY identifiers that appear verbatim in the transcript. Use speaker role inference to distinguish units being dispatched from units acknowledging — both should be included. Never infer or guess unit IDs not present in the text. If a unit ID format is given below, use it to recognise a unit spoken in a shortened or partial form (e.g. just the phonetic name alone) as the same unit — but still only extract what is actually said, never fabricate the full form.
 - Do not invent details not present in the transcript.
-- incident_type: FIRST decide whether this transmission has any incident behind it at all, using the same bar as the "routine" severity rule below — pure administrative/status traffic with nothing describable happening: post/unit check-ins, roll call, bare acknowledgements ("10-4", "copy", "received"), records/report exchanges, "show me admin"/"show me available", a status ten-code with no event attached. If it is administrative/status-only, return "unknown" — this applies on EVERY channel, including a police channel; do not let the channel default override it (server-26#138: forcing a channel default onto content-free chatter is what let radio housekeeping open incidents). Only once real event content is present, let the talkgroup channel be your primary signal for WHICH type. Use "fire" ONLY if the talkgroup is clearly a fire/rescue channel OR the transcript explicitly describes active fire, smoke, flames, or structure fire activation. Police or EMS referencing a fire scene → use "police" or "ems". When the channel is a police channel, a real event is present, and nothing in the transcript contradicts it, return "police". Reserve "other" for a real event that genuinely belongs to no emergency service (rail operations, public works, utility coordination) — not for administrative chatter, which is "unknown" per above regardless of channel. Also reserve "unknown" for transcripts too garbled to place at all.
+- incident_type: FIRST decide whether this transmission has any incident behind it at all, using the same bar as the "routine" severity rule below — pure administrative/status traffic with nothing describable happening: post/unit check-ins, roll call, bare acknowledgements ("10-4", "copy", "received"), records/report exchanges, "show me admin"/"show me available", a status ten-code with no event attached. If it is administrative/status-only, return "unknown" — this applies on EVERY channel, including a police channel; do not let the channel default override it (server-26#138: forcing a channel default onto content-free chatter is what let radio housekeeping open incidents). Only once real event content is present, let the talkgroup channel be your primary signal for WHICH type. Use "fire" ONLY if the talkgroup is clearly a fire/rescue channel OR the transcript explicitly describes active fire, smoke, flames, or structure fire activation. Police or EMS referencing a fire scene → use "police" or "ems". When the channel is a police channel, a real event is present, and nothing in the transcript contradicts it, return "police". Reserve "other" for a real event that genuinely belongs to no emergency service (rail operations, public works, utility coordination) — not for administrative chatter, which is "unknown" per above regardless of channel. Also reserve "unknown" for transcripts too garbled to place at all. A unit reporting its OWN activity is a real event, not status traffic: "on a stop" / traffic stop / car stop, "out with a vehicle", "put me out with a pedestrian/subject" — return "police", tag it (e.g. "traffic-stop", "pedestrian-assist"), severity at least "minor". The plate/license lookups for that stop belong to it.
 - severity: ALWAYS return one of the four values. Judge the underlying event, not how dramatic the words sound.
     "routine"  — administrative/status traffic with no incident behind it: mileage and transport logging, radio checks, acknowledgements, shift changes, track block/power requests, records lookups.
     "minor"    — a real but low-stakes call: lift assist, parking complaint, past-tense larceny report, noise complaint, welfare check.
@@ -418,6 +418,10 @@ async def extract_scenes(
             transcript, segments, segment_indices, transcript_corrected
         )
 
+        tags, incident_type, severity = _self_initiated_backstop(
+            scene_transcript or transcript, tags, incident_type, severity
+        )
+
         processed.append({
             "tags":                 tags,
             "incident_type":        incident_type,
@@ -477,6 +481,40 @@ async def extract_scenes(
     return processed
 
 
+# Self-initiated activity: a unit putting itself "on a stop" or "out with" a
+# vehicle/pedestrian. Replay of 09-22 (server-26#170): every traffic stop on
+# the Ch 1 channel ("45 Adam on a stop, Eastbound Central Express", "CM2 on
+# the stop, southbound") came back untyped/untagged/routine from extraction —
+# read as status traffic — so the creation gate never opened an incident and
+# the stop was visible only in the archive. The prompt now says so too; this
+# is the deterministic backstop, because a tag is what the creation gate
+# counts as substance (incident_correlator.has_event_substance).
+_SELF_INITIATED = (
+    (re.compile(r"\b(on (a|the) (traffic |car |vehicle )?stop|traffic stop|car stop|vehicle stop|"
+                r"pull(ed|ing)? (a car |a vehicle |him |her |them )?over)\b", re.IGNORECASE),
+     "traffic-stop"),
+    (re.compile(r"\b((put|show) me out with|out with (a|one) (pedestrian|vehicle|disabled|male|female|"
+                r"subject|party|juvenile))\b", re.IGNORECASE),
+     "self-initiated"),
+)
+_NEGATED = re.compile(r"\b(not|don't|dont|no|never)\s+(\w+\s+){0,2}$", re.IGNORECASE)
+
+
+def _self_initiated_backstop(
+    text: str, tags: list, incident_type: Optional[str], severity: str,
+) -> tuple[list, Optional[str], str]:
+    for pattern, tag in _SELF_INITIATED:
+        m = pattern.search(text or "")
+        if not m or _NEGATED.search(text[: m.start()]):
+            continue
+        if tag not in tags:
+            tags = [*tags, tag]
+        incident_type = incident_type or "police"
+        if severity == "routine":
+            severity = "minor"
+    return tags, incident_type, severity
+
+
 # "45-9, I'm clear." / "Vehicle 1, clear." / "Car 12 10-8" — a unit reporting
 # itself back in service is the one signal that ends an incident, and it is
 # almost always five words or fewer, which is exactly the population the

drb-c2-core/tests/test_clearance_tracking.py

@@ -93,3 +93,25 @@ def test_thin_calls_do_not_fill_the_call_cap():
     assert ic._incident_at_capacity(inc, now) is None
     legacy = {k: v for k, v in inc.items() if k != "substantive_call_count"}
     assert ic._incident_at_capacity(legacy, now).startswith("call_cap")
+
+
+def test_reopen_only_for_a_call_after_the_close():
+    closed = {"resolved_at": "2026-09-22T15:00:00+00:00"}
+    assert ic._after_close(closed, datetime(2026, 9, 22, 15, 5, tzinfo=timezone.utc))
+    assert not ic._after_close(closed, datetime(2026, 9, 22, 14, 55, tzinfo=timezone.utc))
+
+
+def test_traffic_stops_become_events():
+    from app.internal.intelligence import _self_initiated_backstop as b
+    for t in ("45 Adam on a stop, Eastbound Central Express.",
+              "11-0. CM2 on the stop, southbound, KFLA on the right.",
+              "Car 7, traffic stop, Route 9 at Main"):
+        tags, typ, sev = b(t, [], None, "routine")
+        assert "traffic-stop" in tags and typ == "police" and sev == "minor", t
+    tags, typ, sev = b("Charlie 1. You put me out with a pedestrian on a parkway", [], None, "routine")
+    assert "self-initiated" in tags
+    # negation and unrelated chatter stay untouched
+    assert b("Do you want me to not pull the car over", [], None, "routine") == ([], None, "routine")
+    assert b("45-8, go ahead.", [], None, "routine") == ([], None, "routine")
+    # an existing type/severity is never downgraded
+    assert b("on a stop", ["dwi"], "police", "moderate") == (["dwi", "traffic-stop"], "police", "moderate")