[SERVICE][ETH][PRIVATE PILOT] Evidence-Linked Ethereum Wallet Network Analysis

Wallet Transaction Reality Analyzer

Evidence-linked Ethereum wallet analysis for investigations and pre-transaction screening

Hello Bitcointalk,

I am opening a limited private pilot for a research-derived Ethereum wallet-analysis system called Wallet Transaction Reality Analyzer.

The system reconstructs the direct public-chain transaction structure around an Ethereum address and produces:

a readable evidence-linked HTML report;
a canonical machine-readable JSON report;
a reconstructed direct-counterparty network;
explicit source-coverage and limitation statements.

The purpose is to help investigators, projects, treasury operators, researchers, traders, and private users understand the observable transaction structure of an address before relying on it or transferring funds.

This is not a basic block-explorer lookup, blacklist check, or one-number risk score.

The system reconstructs only what can be supported by acquired public-chain evidence.

What the system analyzes

The analyzer can reconstruct and preserve:

normal Ethereum transactions;
relevant ERC-20 Transfer event activity;
incoming and outgoing direct relationships;
exact native ETH transfer amounts;
exact token-transfer amounts;
successful transactions;
failed and reverted interactions;
transaction receipts;
receipt-bound logs;
repeated direct counterparties;
first and last observed activity;
native ETH economic edges;
token-transfer edges;
multiple transfers between the same addresses;
unknown or unsupported logs without silently discarding them;
available and unavailable evidence capabilities;
deterministic evidence-linked graph results.

The analyzer does not silently convert incomplete data into a favorable conclusion.

For example, when complete transaction-scoped traces are unavailable, the report does not claim that internal transfers were absent.

What the system does not conclude automatically

A direct blockchain relationship does not automatically prove:

common ownership;
common control;
beneficial ownership;
criminal intent;
identity;
participation in the same organization.

External labels from explorers, sanctions lists, or public investigations remain separate reference context.

They are not silently converted into analyzer-generated conclusions or rankings.

This separation is important because exchanges, bridges, routers, pools, custodians, shared infrastructure, and other services can create transaction relationships that should not automatically be interpreted as personal wallet relationships.

Reports provided

A completed analysis may include:

private HTML report;
canonical JSON report;
direct-counterparty inventory;
incoming and outgoing activity summary;
native ETH transfer reconstruction;
ERC-20 transfer reconstruction;
transaction and transfer graph;
first and last observed activity;
source-completeness information;
evidence-linked claims;
explicit limitations and unavailable capabilities.

The analytical source code, internal research method, formulas, tests, and private implementation are not delivered.

The customer receives the resulting report, not the internal analytical system.

Real public Ethereum pilot

The system was tested using this publicly accessible Ethereum address:

Code:

0x098b716b8aaf21512996dc57eb0615e2383e2f96

Public explorer page:

View the address on Etherscan

Public external sources associate this address with the Ronin Bridge case.

Those public labels were retained only as separate reference context and were not treated as analyzer-generated ownership, intent, criminality, or common-control conclusions.

The acquired public-chain snapshot contained:

Code:

430 confirmed normal Ethereum transactions
392 incoming normal transactions
38 outgoing normal transactions
462 transaction records in the combined evidence union
227 unique direct counterparties
20 ERC-20 assets
39 ERC-20 Transfer events directly involving the address
26 directly interacted contract addresses

The standard normal-transaction history contained 430 records.

After normal transaction records were combined with relevant ERC-20 event-linked activity, the acquired evidence union contained 462 transaction records.

The largest deterministic report that fit the analyzer's unchanged accepted evidence limits contained:

Code:

216 direct counterparties
450 transaction records
224 graph nodes
281 reconstructed economic edges
255 native ETH transfer edges
26 token-transfer edges
3 unknown logs preserved as unknown

Twelve complete transactions supporting eleven counterparties were not included in the maximum report because their complete receipt-bound evidence exceeded existing safety limits.

The records were excluded as complete units.

No receipt log set was partially included, and no source record was silently truncated.

Complete transaction-scoped traces were unavailable, so the analyzer did not claim that internal transfers were absent.

Public case package

A cleaned public package from this pilot is available here:

Download the public Ethereum case package

The ZIP contains:

a public case overview;
a comparison of the 50-counterparty, 100-counterparty, and maximum-safe network runs;
a machine-readable full-history inventory.

ZIP SHA-256:

Code:

2f4d24811e60ea60f8cac343a21e9cba6b1009a31f3e191437bb1b954ec74c50

Possible uses

The service may be useful for:

reviewing an address before sending funds;
investigating a suspected scam or Ponzi scheme;
examining a wallet connected to an existing public investigation;
reconstructing direct counterparties;
reviewing repeated incoming or outgoing relationships;
checking the transaction structure of a counterparty;
supporting treasury or compliance review;
comparing an independently reconstructed network with an existing investigation;
preparing an evidence package for further human analysis;
identifying where available evidence is insufficient for a conclusion.

What is required

For an initial review, provide:

one public Ethereum mainnet address;
the purpose of the analysis;
an optional public transaction hash;
any specific question you want examined.

Examples of useful questions:

Which direct counterparties appear most frequently?
What are the main incoming and outgoing relationships?
Does the public evidence show repeated interaction with specific addresses?
Which relationships are native ETH transfers and which are token transfers?
What source limitations prevent stronger conclusions?
How does the reconstructed evidence compare with an existing investigation?

Never provide

The service never requires:

a seed phrase;
a private key;
a wallet password;
a signed message;
a signed transaction;
an exchange password;
remote access to your device;
control of the analyzed wallet;
access to funds.

Only public blockchain identifiers are needed.

Private-pilot availability

The initial release is limited to 11 private analysis slots.

Each request is reviewed before acceptance because acquisition and processing requirements depend on:

wallet-history size;
receipt and log volume;
source availability;
provider limits;
the requested investigation scope.

This is a manually supervised private pilot, not an instant explorer lookup.

Pricing is determined individually after reviewing the requested address and analysis scope.

No fixed public price is being advertised.

How to request an analysis

Send me a private message on Bitcointalk containing:

the public Ethereum address;
the purpose of the review;
an optional public transaction hash;
whether the result is intended for private review, pre-transaction screening, research, or an investigation.

I will first confirm whether the address and requested scope can be accepted into the current pilot.

Please do not post private personal information in this public thread.

Questions about the methodology boundary, report structure, public pilot, or supported evidence may be posted below.

Important boundary

The report reconstructs acquired public-chain evidence.

It is not a legal judgment, identity attribution, sanctions decision, or automatic accusation of criminal conduct.