The B experience begins with the social film, continues through its scene-by-scene argument, and ends with the original web interaction.
Show what happened to messy data before anyone relies on it.
RN conceived the question, structured the evidence boundaries, designed the experience, implemented the prototype and documented its limits.
This independent prototype demonstrates an approach; it is not a deployed client system, professional advice or proof of real-world outcomes.
Watch the film first, then move through the scene-by-scene argument, then open the web interaction at the end. Each stage restates the same question at a different resolution, so the sequence matters more here than on the A side. You can leave at any stage and still have the whole argument.
The build overview sets out the question, the purpose, the role and the evidence status in one place, and the public record behind it states what changed, what another person can reuse and what supports the system. If you want to judge how far this build should be trusted, the record is the page to read, not this one.
Build 026 — Records Normalize Without Losing Their Past
DISTRIBUTABLE SOCIAL ARTIFACT
Watch the LinkedIn cut
This silent-first 4:5 film is designed for the LinkedIn feed. Its complete argument appears as on-screen text; captions, the visible transcript and the download preserve the same words.
Read the transcript
BUILD 026 — Records Normalize Without Losing Their Past SCENE 1 BUILD 026. A CLEAN TABLE CAN HIDE. Messy history still matters. SCENE 2 RAW. PRESERVE THE SOURCE. Keep collection, time, owner, and permitted use. SCENE 3 NORMALIZE. STANDARDIZE—DO NOT ERASE. Missingness and conflict remain signals. SCENE 4 REVIEW. ASK WHO IS MISSING. Large coverage can still exclude. SCENE 5 TRACE. MAKE TRANSFORMATIONS REVERSIBLE. Every field needs a path home. SCENE 6 DECISION FITNESS. DO NOT CLEAN AWAY WARNINGS. Visible limits make data usable. FINAL PROPOSITION Messy data can support decisions only when its limits remain visible.
INTERACTIVE MOTION STORY
Explore the motion argument
The film distributes the idea. This motion story uses the caption track as its source of truth, so every scene preserves the film text while letting you control the pace.
SCENE 1
BUILD 026. A CLEAN TABLE CAN HIDE. Messy history still matters.
01 / 06RICHER WEB MASTER
Explore the interactive version
The LinkedIn cut is the shareable social artifact. The original B build below is the fuller web experience: use its controls, change its state and test the idea for yourself.
REVERSIBLE FIELD-TRANSFORMATION REHEARSAL
Watch invented fields change under fixed local rules.
FIXTURE INPUT
Invented names, units, values and identifiers begin in deliberately different formats.
Observable local behavior only. A transformation log does not prove a source is true, a rule is appropriate, a match is correct, a process is reversible outside this fixture, or two records describe the same person.