Labeler: Kpop bias labeler (did:plc:6vahyreowiemvhsrbfd5qvic)

Labeler

Kpop bias labeler
did:plc:6vahyreowiemvhsrbfd5qvic

Classification

Declared declared

Reachability

accessible

Auditability

high

Class

third_party

First seen

2026-02-24T21:08:23.079166Z

Last seen

2026-02-24T23:19:15.524275Z

Events (24h)

4881

Events (7d)

4881

Alerts

uri	count
did:plc:zuuee2iuimywzjsnnqi4oqke	264
did:plc:4zdplhemtr7ltim3gzprjroq	172
did:plc:6qmmbpx5fj3mq2k3zv7l2mfm	163
did:plc:l45s3bpuz5qb7ikfliugrztr	103
did:plc:odxwvlx2ixhsqx6z2dxvf7q2	101
did:plc:36dy6c5yotwx7dtudnhfhr7h	97
did:plc:vblxe6hggajxm7du3u5agbae	92
did:plc:gzmd33z3tlw2k3rhogen74wf	88
did:plc:acdoxenj6u7z7izck4nnfqyt	84
did:plc:7xdlj3dnbdaac4ws6zg3m6hh	83

ts	status	http	latency
2026-02-24T23:19:15.524275Z	accessible	200	45ms
2026-02-24T22:59:18.468446Z	accessible	200	75ms
2026-02-24T22:49:22.672273Z	accessible	200	100ms

id	rule_id	ts
2107	flip_flop	2026-02-24T22:45:18.325677Z
2134	churn_index	2026-02-24T22:45:18.325677Z
1989	flip_flop	2026-02-24T22:39:44.987997Z
2016	churn_index	2026-02-24T22:39:44.987997Z
1871	flip_flop	2026-02-24T22:34:44.983624Z
1898	churn_index	2026-02-24T22:34:44.983624Z
1753	flip_flop	2026-02-24T22:28:48.195489Z
1780	churn_index	2026-02-24T22:28:48.195489Z
1635	flip_flop	2026-02-24T22:23:15.412426Z
1661	churn_index	2026-02-24T22:23:15.412426Z
1515	flip_flop	2026-02-24T22:18:15.406707Z
1541	churn_index	2026-02-24T22:18:15.406707Z
1393	flip_flop	2026-02-24T22:12:49.887310Z
1419	churn_index	2026-02-24T22:12:49.887310Z
1271	flip_flop	2026-02-24T22:07:49.866891Z
1297	churn_index	2026-02-24T22:07:49.866891Z
1144	flip_flop	2026-02-24T22:02:25.395983Z
1170	churn_index	2026-02-24T22:02:25.395983Z
1018	flip_flop	2026-02-24T21:55:55.727517Z
1044	churn_index	2026-02-24T21:55:55.727517Z
858	label_rate_spike	2026-02-24T21:49:54.229824Z
892	flip_flop	2026-02-24T21:49:54.229824Z
918	churn_index	2026-02-24T21:49:54.229824Z
729	label_rate_spike	2026-02-24T21:43:59.371795Z
763	flip_flop	2026-02-24T21:43:59.371795Z
788	churn_index	2026-02-24T21:43:59.371795Z
566	label_rate_spike	2026-02-24T21:37:57.747443Z
634	flip_flop	2026-02-24T21:37:57.747443Z
659	churn_index	2026-02-24T21:37:57.747443Z
388	label_rate_spike	2026-02-24T21:32:04.313515Z
468	flip_flop	2026-02-24T21:32:04.313515Z
493	churn_index	2026-02-24T21:32:04.313515Z
208	label_rate_spike	2026-02-24T21:26:42.113929Z
287	flip_flop	2026-02-24T21:26:42.113929Z
312	churn_index	2026-02-24T21:26:42.113929Z
27	label_rate_spike	2026-02-24T21:24:46.213475Z
106	flip_flop	2026-02-24T21:24:46.213475Z
132	churn_index	2026-02-24T21:24:46.213475Z

Methods and caveats

Behavioral observation only. No content analysis, user profiling, or brute-force enumeration beyond declared/observed/protocol surfaces.
Rules detect geometric patterns (rate anomalies, target distribution, churn). Thresholds are configurable.
Every alert includes a receipted hash over rule_id, config, inputs, and evidence for reproducibility.
Sparklines show hourly event counts over 7 days. Badges summarize which rules fired in the period.
Observation surface: label events from com.atproto.label.queryLabels and labeler declarations from com.atproto.sync.listReposByCollection. Does not observe content, profiles, or social graph.
Classification is based on structured evidence from multiple surfaces (registry declaration, DID document, endpoint probing, observed label activity). Each labeler page includes a "Why classified this way" expander with full evidence.

Labeler: Kpop bias labeler (did:plc:6vahyreowiemvhsrbfd5qvic)

Labeler

Classification

Reachability

Auditability

Class

First seen

Last seen

Events (24h)

Events (7d)

Alerts

Links

Evidence surfaces

Top targets (7d)

Probe history

Alerts timeline

Methods and caveats