Source changed 2026-10-03 16:02:47 UTC · snapshot created 2026-10-03 16:03:51 UTC · last check 2026-10-03 16:45:04 UTC
B.2.P:5.7 - Bias-Annotation
Bias
How B.2.P prevents it
Emergence-as-root-kind bias
The recovery starts from EntityOfConcern, claim kind, and subject pattern; no generic U.Emergence is introduced.
Collection-agency bias
Collective nouns are separated into membership set, constructed whole, acting collective system, whole-level characteristic bearer, or candidate new holon named by an MHT claim.
Metric-as-whole bias
Benchmark jumps and characteristic changes stay with C.16, A.10, C.29, source-use, and evaluation patterns unless B.2 whole reidentification is still live.
Math-lens-as-ontology bias
Graph, scale, morphism, benchmark, and MSPD expressions stay mathematical-lens or evaluation material until the in-life EntityOfConcern is recovered.
Source-mnemonic bias
MET, MFT, promotion, and post* spellings remain recognition cues until the concrete thing or claim and its direct pattern are named.