Where the methodology came from

From a single tradition

The distillation methodology was originally developed for magnifica.family — a project distilling Catholic Social Doctrine from Magnifica Humanitas. That work needed to extract a navigable principle structure from a substantial textual corpus while preserving the source's voice and traceability. The four-layer pipeline (N=1 atomic statements → N=2 within-source convergence → N=3 synthesized principles → cross-source themes) emerged from that single-tradition work.

Extension across twelve

Distill.family extends that methodology across twelve traditions — Buddhism, Islam, Hinduism, Judaism, Christianity, Sikhism, Taoism, Confucianism, Jainism, Bahá'í, Zoroastrianism, and Shinto. The same four-layer pipeline is applied per tradition, then a fifth layer (cross-tradition themes × traditions) maps convergence and divergence.

This is not magnifica.family expanded. The standpoint is fundamentally different. Magnifica.family is a single-tradition doctrinal compass; Distill.family is a cross-tradition owned-pluralist compass. The methodology is shared; the epistemological frame is not.

Operational independence

The methodology's origin in Catholic Social Doctrine is named transparently and does not flow through into the Atlas's standpoint. In particular:

• No tradition (Christianity included) is treated as the "originating" or master frame
• The convergence matrix has no privileged column; reading order is alphabetic
• Christian terminology does not leak into other traditions' principle statements
• Each tradition's distinctive jewels (anatta, wu wei, ahimsa, etc.) are preserved verbatim, equal weight
• The held tensions include positions where Christianity itself is in the minority

The transparent acknowledgement of methodology origin is itself a feature. Pretending the methodology had no provenance would be dishonest; pretending the provenance privileges one tradition would betray the standpoint. The fix is to name the origin, then ensure the operational extension is faithful to owned pluralism.

What the sister project does differently

Magnifica.family is a single-tradition compass — it presents Catholic Social Doctrine on its own terms, with the tradition's own warrants taken as given. There is no "owned pluralism" framing there because the project is, by design, internal to one tradition.

For readers interested in the methodology's first application, magnifica.family is a useful comparison case: same pipeline, different stance.