Labeler: K-Pop Biases Labeler (did:plc:rbctlz4hezljrjjgqjhm7svp)

This is a labeler service. It publishes labels about posts and accounts on the Bluesky network.

Labeler

K-Pop Biases Labeler
did:plc:rbctlz4hezljrjjgqjhm7svp

Classification

Declared declared

Reachability

down

Auditability

medium

Class

third_party

First seen

24 Feb 2026, 9:08 PM UTC

Last seen

24 Jun 2026, 12:38 AM UTC

Events (24h)

Events (7d)

0 Silent volume

Targets (7d)

Subjects (7d)

Alerts

Coverage

100% coverage

Links

Open on Bluesky · PLC directory

Derived scores as of 24 Jun 2026, 8:02 PM UTC

Why classified this way

Reason: declared+did_service+did_label_key+probe_down+observed_src

Classifier version: v1

Classified at: 2026-06-24T00:38:33.905959Z

Evidence surfaces

declared_record: true (2026-06-24T00:38:33.905959Z)

did_doc_label_key: true (2026-06-24T00:38:33.905959Z)

did_doc_labeler_service: https://my.bias.is (2026-06-24T00:38:33.905959Z)

probe_result: down (2026-06-24T00:38:33.905959Z)

declared_record: true (2026-06-23T00:37:53.620018Z)

did_doc_label_key: true (2026-06-23T00:37:53.620018Z)

did_doc_labeler_service: https://my.bias.is (2026-06-23T00:37:53.620018Z)

probe_result: down (2026-06-23T00:37:53.620018Z)

declared_record: true (2026-06-22T00:37:42.504328Z)

did_doc_label_key: true (2026-06-22T00:37:42.504328Z)

did_doc_labeler_service: https://my.bias.is (2026-06-22T00:37:42.504328Z)

probe_result: down (2026-06-22T00:37:42.504328Z)

declared_record: true (2026-06-21T00:36:17.810754Z)

did_doc_label_key: true (2026-06-21T00:36:17.810754Z)

did_doc_labeler_service: https://my.bias.is (2026-06-21T00:36:17.810754Z)

probe_result: down (2026-06-21T00:36:17.810754Z)

declared_record: true (2026-06-20T00:33:28.559358Z)

did_doc_label_key: true (2026-06-20T00:33:28.559358Z)

did_doc_labeler_service: https://my.bias.is (2026-06-20T00:33:28.559358Z)

probe_result: down (2026-06-20T00:33:28.559358Z)

Probe history

ts	status	http	latency	failure
24 Jun 2026, 12:38 AM UTC	down	503	326ms	http_5xx
23 Jun 2026, 12:37 AM UTC	down	503	447ms	http_5xx
22 Jun 2026, 12:37 AM UTC	down	503	423ms	http_5xx
21 Jun 2026, 12:36 AM UTC	down	503	422ms	http_5xx
20 Jun 2026, 12:33 AM UTC	down	503	418ms	http_5xx
19 Jun 2026, 12:30 AM UTC	down	503	405ms	http_5xx
18 Jun 2026, 12:26 AM UTC	down	503	430ms	http_5xx
17 Jun 2026, 12:24 AM UTC	down	503	339ms	http_5xx
16 Jun 2026, 12:22 AM UTC	down	503	295ms	http_5xx
15 Jun 2026, 12:15 AM UTC	down	503	295ms	http_5xx

Alerts timeline

id	rule_id	ts
76204	flip_flop	26 May 2026, 11:46 PM UTC
76197	flip_flop	26 May 2026, 11:36 PM UTC
76185	flip_flop	26 May 2026, 11:25 PM UTC
76175	flip_flop	26 May 2026, 10:45 PM UTC
76167	flip_flop	26 May 2026, 10:35 PM UTC
76152	flip_flop	26 May 2026, 10:24 PM UTC
76145	flip_flop	26 May 2026, 9:43 PM UTC
76140	flip_flop	26 May 2026, 9:32 PM UTC
76133	flip_flop	26 May 2026, 9:21 PM UTC
76107	label_rate_spike	26 May 2026, 8:43 PM UTC
76112	flip_flop	26 May 2026, 8:43 PM UTC
49567	flip_flop	22 Mar 2026, 9:28 PM UTC
49559	flip_flop	22 Mar 2026, 9:24 PM UTC
49550	flip_flop	22 Mar 2026, 8:56 PM UTC
49541	flip_flop	22 Mar 2026, 8:26 PM UTC
49531	flip_flop	22 Mar 2026, 7:54 PM UTC
49520	flip_flop	22 Mar 2026, 7:21 PM UTC
49510	flip_flop	22 Mar 2026, 6:50 PM UTC
49501	flip_flop	22 Mar 2026, 6:19 PM UTC
49491	flip_flop	22 Mar 2026, 5:45 PM UTC
49479	label_rate_spike	22 Mar 2026, 5:14 PM UTC
49482	flip_flop	22 Mar 2026, 5:14 PM UTC
2119	flip_flop	24 Feb 2026, 10:45 PM UTC
2181	churn_index	24 Feb 2026, 10:45 PM UTC
2001	flip_flop	24 Feb 2026, 10:39 PM UTC
2063	churn_index	24 Feb 2026, 10:39 PM UTC
1883	flip_flop	24 Feb 2026, 10:34 PM UTC
1945	churn_index	24 Feb 2026, 10:34 PM UTC
1765	flip_flop	24 Feb 2026, 10:28 PM UTC
1827	churn_index	24 Feb 2026, 10:28 PM UTC
1647	flip_flop	24 Feb 2026, 10:23 PM UTC
1708	churn_index	24 Feb 2026, 10:23 PM UTC
1527	flip_flop	24 Feb 2026, 10:18 PM UTC
1588	churn_index	24 Feb 2026, 10:18 PM UTC
1405	flip_flop	24 Feb 2026, 10:12 PM UTC
1466	churn_index	24 Feb 2026, 10:12 PM UTC
1283	flip_flop	24 Feb 2026, 10:07 PM UTC
1344	churn_index	24 Feb 2026, 10:07 PM UTC
1156	flip_flop	24 Feb 2026, 10:02 PM UTC
1217	churn_index	24 Feb 2026, 10:02 PM UTC
1030	flip_flop	24 Feb 2026, 9:55 PM UTC
1091	churn_index	24 Feb 2026, 9:55 PM UTC
904	flip_flop	24 Feb 2026, 9:49 PM UTC
965	churn_index	24 Feb 2026, 9:49 PM UTC
774	flip_flop	24 Feb 2026, 9:43 PM UTC
835	churn_index	24 Feb 2026, 9:43 PM UTC
645	flip_flop	24 Feb 2026, 9:37 PM UTC
706	churn_index	24 Feb 2026, 9:37 PM UTC
441	label_rate_spike	24 Feb 2026, 9:32 PM UTC
479	flip_flop	24 Feb 2026, 9:32 PM UTC
540	churn_index	24 Feb 2026, 9:32 PM UTC
260	label_rate_spike	24 Feb 2026, 9:26 PM UTC
298	flip_flop	24 Feb 2026, 9:26 PM UTC
359	churn_index	24 Feb 2026, 9:26 PM UTC
79	label_rate_spike	24 Feb 2026, 9:24 PM UTC
117	flip_flop	24 Feb 2026, 9:24 PM UTC
179	churn_index	24 Feb 2026, 9:24 PM UTC

Methods and caveats

What is a labeler? A third-party service that publishes tags (labels) about Bluesky posts or accounts. Clients choose which labelers to subscribe to and how to interpret labels (ignore / warn / hide).
This site observes labeler behavior only. No content analysis, no user profiling, no moderation actions.
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.