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Documentation / Evidence pipeline

Evidence pipeline

How social signals, app calls and market observations become connected research material.

An emerging idea can appear in several places at once. WALPHA keeps the different observations connected to their sources, timing and subjects.

The material behind a research view

Social and app observations

X posts, public Telegram messages and available Pump.fun and FOMO calls show what people are saying around an asset or idea. Authors, source links, timestamps, media and available reply or quote context keep the original observation accessible.

Market and on-chain context

Token metadata, price, liquidity, holders, wallet movements and available wallet labels add another view of the same subject. Each observation keeps its source and time.

Attributed perspectives

Support, criticism, warnings and disagreement remain connected to the source that expressed them. This helps investigate how different participants see the same developing story.

Attention and outcomes

Attention share, activity and source breadth describe the conversation in a selected window. Calls and later market measurements add a record of what happened after an observation.

Cognitive interpretation

The Brain brings relevant observations and memory together to investigate meaning, relationships and changes in the story. The research remains connected to its supporting sources.

Context over time

A source post and a market observation can have different timestamps. WALPHA keeps that distinction so the record shows what was observed at each stage. An edited message can introduce new information while retaining its earlier place in the story.

Current activity and historical outcomes serve different purposes. Early signals help identify what deserves attention now. Later observations add context to future research and the source's track record.

A growing research record

New information can connect a subject to another theme, clarify a token's identity or change an earlier explanation. Memory retains the earlier observations alongside the developing picture.

For the recognized subjects, see Entities and identity. For market observations, see On-chain context.