LABEL PERSISTENCE
The first name it was given is the one every later look starts from.
01 DEFINITION
Condition in which a category assigned early continues to travel with the thing it was assigned to, so later observations are read as evidence about that category rather than as evidence about what it is.
02 CONDITIONS
UNCERTAINTY
UNRECORDED
What the label was assigned on, and when, is not carried with the label.
TIME PRESSURE
LOW
Nothing is urgent; the label simply travels faster than the material behind it.
ERROR ASYMMETRY
DEFERRED
A wrong early name costs nothing at first and shapes everything read afterwards.
OPERATOR STATE
CONCURRENT
The people reading it later are doing their own work and take the name as given.
03 WHERE IT APPEARS
MEDICALA working diagnosis entered early is what every subsequent note is written against.
PUBLIC SERVICEA case category set at intake governs which questions are asked from then on.
FINANCEA risk classification assigned at onboarding is what later activity is read against.
INDUSTRIALA fault code entered first is the one every subsequent reading is interpreted through.
EDUCATIONA placement made early shapes what is offered and therefore what is observed afterwards.
AI EXP.A first classification is retained and becomes the context in which later inputs are read.
04 WHERE THIS IS SURFACING
This surfaces wherever a working record is also a classification. Once something is named, the name is what gets carried, quoted and acted on, and the material that produced it stays behind.
What stays unresolved is what a surface owes about the age of a label — showing when and on what it was assigned invites everything to be re-argued, and showing nothing lets a first impression harden into a fact.