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Klieg preserves the source and time of observations. This distinguishes a statement about an asset from an onchain fact and makes clear what was actually confirmed.

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Three kinds of information

Evidence is specific to a claim. A balance at a particular block confirms the number of tokens at an address at that moment. A claim of buying or selling requires the relevant confirmation; a token transfer alone is insufficient.

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Time matters

Publication time, observation time, and onchain event time can differ. A late observation does not become an early signal. Post-call outcomes are measured against a defined starting point and horizon. Observed means an observation, not final confirmation. If an event is retracted or clarified, an earlier assessment can change. Read its history together with its current status.

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Linking a caller to a wallet

Klieg uses evidence connecting a source account, an approved caller identity, and a wallet address. A matching handle or avatar is insufficient. Even an established link to one address does not identify all of a person’s wallets.

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Signal scoring

A score helps prioritize attention using available caller, thesis, timing, market, and activity information. The reasons matter more than a single number. A score is not a probability of profit, and evidence completeness does not establish investment quality.

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Unknown states

Insufficient evidence leaves a conclusion unverified or unknown. The absence of a confirmed purchase does not prove there was no purchase. Zero detected sales does not prove the caller sold nothing.