Deep Persona Suite - Index

Generated: 2026-05-05 13:46:16, total 511s

#	Persona	Demographic	Complaint	Expected	Got	Judgement	Turns	Report
1	Alice (with mum reporting)	Female 5 (alice_5)	My 5-year-old has been complaining her right ear hurts since this afternoon. She	self-care, pharmacy, gp, 111	self-care	PASS	5	transcript
2	Bella	Female 16 (bella_16)	My throat's been killing me since yesterday. Voice has gone all raspy too.	self-care, pharmacy	self-care	PASS	5	transcript
3	Clare	Female 35 (clare_35)	I've had a really bad headache for the last two hours.	self-care, pharmacy, gp, 111	999	FAIL_OVERESCALATED	9	transcript
4	Diana	Female 70 (diana_70)	I've been getting a stinging feeling when I pass water for the last two days, an	gp, 111, pharmacy	self-care	FAIL_BAND_MISMATCH	6	transcript
5	Ethan (with mum reporting)	Male 5 (ethan_5)	My 5-year-old son has a new rash on his tummy and arms that appeared this mornin	self-care, pharmacy, gp, 111	self-care	PASS	7	transcript
6	Finn	Male 16 (finn_16)	I twisted my ankle in football about an hour ago. It's swollen and hurts to put	self-care, pharmacy, gp, 111	self-care	PASS	6	transcript
7	Grant	Male 35 (grant_35)	I've got a really tight, crushing pain in the middle of my chest. It started abo	999, ambulance, a&e	999	PASS	9	transcript
8	Hugh	Male 70 (hugh_70)	I've been getting more out of breath than usual when I go up the stairs over the	gp, 111, a&e	999	FAIL_OVERESCALATED	9	transcript

Wearable streams data

Added 2026-06-09 - synthetic wearable timelines for the persona suite, powering the balance streams service and the triage v5 streams sidecar.

Each persona (except the two under-6 children) now has a deterministic synthetic wearable history - steps, sleep, resting heart rate and HRV. The balance service serves a 7-day rollup + significant-event digest from this data via POST /streams/digest; triage's v5 streams sidecar fetches it per turn so the narrower can ground its questions in what the patient's week actually looked like (the "Olly is checking your past week…" step).

Baselines + acute signal per persona

Persona	party_locator	Steps/day	Resting HR	HRV	Sleep	Sleep eff.	Recurring	Acute signal (index event)
Bella	bella_16	12,000	62	55	480 min	0.89	school practice (Mon/Wed/Fri)	activity_drop - "practice cut short - ankle", ~2 days ago; steps collapse 12k→3k, two poor-sleep nights, accelerometer spike
Clare	clare_35	4,000	70	35	390 min	0.78	-	chronic pattern - no acute event; detector flags low daily steps + declining sleep
Diana	diana_70	3,000	75	25	360 min	0.74	-	chronic pattern - low steps + low sleep efficiency
Finn	finn_16	14,000	58	65	470 min	0.91	morning run 6km (Tue/Thu/Sat/Sun)	gradual volume spike - rising mileage; walks-only since day −3
Grant	grant_35	10,000	55	70	425 min	0.88	weekday tempo (Tue/Thu)	workout - "long run 18km", 3 days ago; walking-only since (steps ×0.6)
Hugh	hugh_70	8,000	65	45	410 min	0.85	daily walk 30 min	fall - "fall in kitchen", ~14 days ago; accelerometer spike, daily steps halved, short walks only for 7d
Alice / Ethan	alice_5 / ethan_5	-	-	-	-	-	-	no wearable data (children)

Provenance

• Recipes: services/balance/data/personas/streams/<party_locator>.yml - deterministic generator specs (per-persona seed, 60-day horizon, clock_mode: sliding so "the past week" is always relative to now).
• Materialised: services/balance/data/streams/<party_locator>/ - Parquet (samples, rollup_hour / rollup_day / rollup_week, events). ~190k minute-samples + 300 daily rollups per persona; generated 2026-06-09, recipe hash pinned in each meta.json.
• Doc 8 conformance fixtures (episode-level, separate from the streams timelines): grant_declining.json (resting HR 56→63, sleep 450→330 min, 3-day mood-2 streak), clare_steady.json, bella_sparse.json, plus grant_medical.json (FHIR Condition - coronary arteriosclerosis).

How triage consumes it

The v5 streams sidecar plans a fetch scoped to the complaint - an LLM planner picks the minimum relevant metric groups from activity, sleep, cardiovascular_recovery - calls balance, and caches the digest. The debug capture chip (X-Triage-V5-Capture-B64) surfaces the resulting 7-day rollup as streams_rollup_7d. Example (Grant, a complaint mentioning both sleep and a racing heart, so all three groups are pulled):

metric	mean	trend	vs baseline
steps_per_min	7.70	stable	92%
sleep_total_min	430	stable	99%
sleep_efficiency	0.89	stable	101%
heart_rate	56	stable	101%
hrv_5min	70	stable	100%

A knee-only complaint pulls just steps_per_min; mentioning sleep or a racing heart pulls the sleep / cardiovascular metrics too. The values are the persona's own generated data - Grant's match his recipe baseline (sleep ~425 min, RHR 55, HRV 70).