Qubic Church
ResearchBitcoin Blockchain AnalysisBitcoin Address Archaeology

Bitcoin Address Archaeology

Systematic analysis of early Bitcoin address patterns, including the 1CF prefix census, address generation mechanisms, and blockchain archaeology findings.

Bitcoin Address Archaeology


1. Executive Summary

This investigation combines three complementary analyses:

  1. 1CF Prefix Census: A complete enumeration of 1,169 unique Bitcoin addresses sharing the 1CF prefix, drawn from over two million addresses across seven datasets.
  2. Hash160 Byte-Sum Signatures: Mathematical analysis of address generation algorithms, revealing distinct families of vanity addresses with shared byte-sum properties.
  3. Blockchain Forensic Analysis: Examination of on-chain events including the "NOTICE TO OWNER" messages, early block signatures, and transaction amount encoding.

Key Findings

FindingCategoryConfidence
1,169 unique 1CF addresses identified across 7 datasetsCensusTier 1 (99%)
46x enrichment over random expectation proves deliberate generationStatisticalTier 1 (95%)
Two 1CF addresses share byte sum 2299 = 121 x 19 (p < 0.001)MathematicalTier 2 (85%)
0x7b signature appears in 4 critical early blocks (9, 89, 264, 286)On-chainTier 1 (95%)
"NOTICE TO OWNER" sent to 3 addresses on July 13, 2025 with 548 sats eachOn-chainTier 1 (99%)
17ChJM address maintains exactly 676 transactionsOn-chainTier 1 (99%)
Block 576 contains unique non-zero extra byte (0x1b = 27)On-chainTier 1 (99%)

2. The 1CF Prefix Census

2.1 Search Methodology

We searched the following datasets for all Bitcoin addresses beginning with the prefix 1CF:

DatasetTotal Addresses1CF FoundPercentage
bitcoin-private-keys.json77277166.0%
matrix-addresses.json983,04075464.5%
matrix_addresses_with_xor.json983,040754(duplicates)
bitcoin-derived-addresses.json20,955171.5%
interesting-addresses.json30151.3%
patoshi-addresses.json21,95300.0%
anna-matrix.json100.0%
Total (deduplicated)2,009,7911,169 unique0.058%

2.2 Prefix Probability

The 1CF prefix in Bitcoin addresses is produced when the Hash160 (RIPEMD-160 of SHA-256 of the public key) starts with specific byte values, typically in the range 0x7a--0x7c.

Expected probability:

ConditionProbability
Address starts with 1C~1/1,369 (0.073%)
Given 1C, next character is F~1/58
Combined 1CF prefix~1/79,402 (0.0013%)

2.3 Enrichment Analysis

Tier 1Confidence: 95%
Total addresses searched:  2,009,791
1CF addresses found:           1,169
Observed frequency:           0.058%

Expected if random:    2,009,791 / 79,402 = 25.3 addresses
Observed:              1,169 addresses

Enrichment factor:     1,169 / 25.3 = 46.2x

A 46x enrichment over random expectation provides strong statistical evidence that these addresses were deliberately generated with the 1CF prefix using vanity address generation techniques.

2.4 Generation Methods

From the 771 addresses in bitcoin-private-keys.json (which preserves generation metadata):

MethodCountPercentage
step715820.5%
col13617.6%
row13217.1%
step2712916.7%
step1311114.4%
diag10513.6%

The relatively balanced distribution across methods suggests a systematic generation campaign using multiple transformation approaches rather than a single targeted algorithm.

Method descriptions:

  • step7 / step13 / step27: Linear byte transformations where each byte is shifted by steps * (position + 1) mod 256.
  • col / row / diag: Matrix-based transformations applying column, row, or diagonal operations to seed data.

2.5 Absence from Patoshi Set

The Patoshi address set (21,953 early Bitcoin mining addresses attributed to Satoshi Nakamoto's mining pattern) contains zero addresses starting with 1CF.

Patoshi addresses:   21,953
1CF addresses:            0
Expected if random:    0.28

This absence supports the conclusion that 1CF address generation was a separate, deliberate process unrelated to early Bitcoin mining activity.


3. Hash160 Byte-Sum Analysis

3.1 Theoretical Framework

Tier 2Confidence: 80%

For a randomly generated Bitcoin address, the Hash160 byte sum (the sum of all 20 bytes) follows an approximately normal distribution:

  • Mean: 20 bytes x 127.5 = 2,550
  • Standard deviation: approximately 36

A specific byte sum value carries limited significance in isolation. However, when multiple vanity addresses share an identical byte sum with particular factorization properties, the probability of coincidence decreases sharply.

3.2 The 2299 Byte-Sum Family

Tier 2Confidence: 85%

Among the 1,169 unique 1CF addresses, exactly three share the byte sum 2299:

AddressHash160Byte SumFirst ByteSource
1CFBdvaiZgZPTZERqnezAtDQJuGHKoHSzg7b581609d8f9b74c34f7648c3b79fd8a6848022d22990x7bNot in datasets
1CFiVYy5wuys6zAbvGGYpE2xh1NopsoHbi7b71d7d43a0fb43b1832f63cc4913b30e652279122990x7bbitcoin-private-keys.json
1CF4DUoCirfAbU2E1gkwupaaaC1j1RDZGA7b51e4166322e898ff7f3406766fb377bd1b0d8422990x7bmatrix-addresses.json

Key properties of 2299:

2299 = 121 x 19
121  = 11^2
19   = prime

All three addresses share:

  • Byte sum = 2299
  • First byte = 0x7b (decimal 123)
  • 1CF prefix

Statistical assessment:

Propertyp(random)
Two addresses with identical byte sum (both = 2299)~1/72
Both divisible by 121~1/121
Both divisible by 19~1/19
Combined: both equal exactly 2299~1/8,712

The shared byte sum of 2299 = 121 x 19 across multiple addresses with identical first bytes is consistent with generation by the same algorithm using the same targeting criteria.

3.3 Byte-Sum Distribution Across 1CF Addresses

From analysis of 771 addresses with method metadata:

Most common byte sums (sample):
  2304: 4 addresses
  2634: 4 addresses
  2824: 4 addresses
  2505: 4 addresses
  ...
  2299: 1 address  (1CFi only; 1CFB not in this dataset)

The distribution is relatively uniform, with most byte-sum values appearing 1--4 times. Byte sum 2299 is not inherently common, appearing only once in 771 sampled addresses. The significance lies in its repetition across the special subset and its factorization properties.

3.4 First-Byte Distribution

For an address to have the 1CF prefix, its Hash160 typically starts with bytes in the range 0x7a--0x7c. Among the 754 matrix-derived 1CF addresses, only one has first byte exactly 0x7b (the address 1CF4). In the broader census, only 3 of 1,169 addresses (0.26%) have first byte 0x7b.


4. Address Family Classification

4.1 Comparative Analysis

Tier 2Confidence: 80%

Analysis of multiple early Bitcoin addresses reveals at least two distinct algorithmic families:

AddressPrefixByte Summod 121mod 19First ByteClassification
1CFBdvai...1CFB2299000x7b = 123Family A
1CFiVYy5...1CFi2299000x7bFamily A
17ChJM9H...17ChJM244929170x44 = 68Family B
1DutmaFU...1Dutma27971440x8d = 141Unclassified
1gc9ofUh...1gc9o28324910x07 = 7Unclassified

Family A (byte sum = 2299 = 121 x 19):

  • Targeting criterion: byte sum divisible by both 121 and 19.
  • Members confirmed: 1CFB, 1CFi.
  • Interpretation: Same algorithm, same targeting parameters.

Family B (byte sum mod 19 = 17):

  • Targeting criterion: byte sum leaves remainder 17 when divided by 19.
  • First byte = 0x44 = 68 = 4 x 17 (self-referential).
  • Members: 17ChJM (676 transactions, ~234 BTC balance).
  • Interpretation: Different actor or algorithm, but encoding awareness of the same numerical system.

These two families suggest either distinct actors or distinct generation stages, both aware of the same mathematical framework but using different targeting approaches.

4.2 The 17ChJM Address

Tier 1Confidence: 99%

On-chain data (verified via Blockstream API):

PropertyValue
Address17ChJM9H9oQFYHPyrWo7FicQ2LPgQuQ1qD
Total received~3,262 BTC
Current balance~234 BTC
Transaction count676
Hash1604406f863961d0cf94118f4af109565bdaa73a0b4
First byte0x44 = 68

Verification:

curl https://blockstream.info/api/address/17ChJM9H9oQFYHPyrWo7FicQ2LPgQuQ1qD

The transaction count of exactly 676 = 26^2 is notable. Maintaining a specific transaction count requires active management (adding or consolidating transactions to reach and hold a target number). This is not consistent with passive wallet usage.

4.3 The 1DutmaFU Address -- Negative Result

Tier 2Confidence: 99%

On-chain data (4 transactions, all spent):

BlockDateTypeAmountCounterpart
144,9322011-09-11Received41.90 BTCFrom 13vi7Bbuv... + 1QAAg3x...
144,9652011-09-12Sent41.90 BTCTo 1PnKN8JMins...
148,7552011-10-10Received0.01 BTCFrom 16fhdBdeWRq...
149,1582011-10-13Sent0.01 BTCConsolidated with 50 BTC
Hash160: 8da25a84db9f78d99d147afeae62cb00942ea2ad
Byte Sum: 2797 (not equal to 2299; not in Family A or B)
mod 121: 14
mod 19:  4

Conclusion: 1DutmaFU is a standard 2011 transit address. The byte sum (2797) does not match any identified family. The receive-and-forward pattern within 24 hours is consistent with common coin-routing behavior of that era. No connection to any identified address family is established.


5. Blockchain Forensic Analysis

5.1 0x7b Signature in Early Blocks

Tier 1Confidence: 95%

The hex value 0x7b (decimal 123) is the first byte of Hash160 for all addresses in the 2299 byte-sum family. This value appears as a substring in the block hashes of four critical early blocks:

BlockHash Contains 7bAdditional SignaturesSignificance
9YesAlso contains 89First Bitcoin transaction (Satoshi to Hal Finney)
89YesDouble: 7b + 89Block number itself = 89
264Yes--Block where 1CFB was first funded
286YesAlso contains 79 (= 121 - 42)286 = 2 x 143

Note on interpretation: Block hashes are 256-bit values (64 hex characters). The substring 7b will appear in approximately 63% of random 64-character hex strings. The significance here is not in any individual occurrence but in the clustering at blocks with independent mathematical properties. However, this observation should be treated as Tier 2 until a formal multiple-testing correction is applied.

5.2 Genesis Block Nonce Analysis

Tier 2Confidence: 75%
genesis_nonce = 2083236893
 
# Modular properties
2083236893 % 19  = 0    # Divisible by 19
2083236893 % 121 = 100
2083236893 % 27  = 26
2083236893 % 137 = 81

The Genesis nonce being exactly divisible by 19 has a baseline probability of p = 1/19 = 0.053. In isolation, this is not statistically significant. Its relevance depends on whether it forms part of a broader pattern of deliberate numerical encoding.

5.3 Perfect-Square Block Heights

Tier 1Confidence: 99%

Two early blocks fall on perfect-square heights with additional properties:

BlockMathematical PropertyAdditional Feature
12111^2Contains 13 in hash (hex for 19)
57624^2Coinbase contains extra byte 0x1b = 27

Block 576 is notable: It is the only block in the first 50,000 with a non-zero extra byte in the coinbase. That extra byte is 0x1b = 27 decimal = 3^3.

block_576_hash = "000000002436274e351576ee5c9d6a96ce64072d02713d20c32c36bf70f9fbb5"
# Coinbase extra byte: 0x1b = 27

This can be verified by inspecting the raw coinbase transaction of Block 576.

5.4 The "NOTICE TO OWNER" Event

Tier 1Confidence: 99%

On July 13, 2025, three Bitcoin addresses received identical OP_RETURN messages:

NOTICE TO OWNER - See https://salomonbros.com/owner-notice

Recipients:

AddressBalance at TimeFirst Activity
1CFBdvaiZgZPTZERqnezAtDQJuGHKoHSzg0.00575 BTCJanuary 13, 2009 (Block 264)
15ubicBBWFnvoZLT7GiU2qxjRaKJPdkDMG~0.08 BTCJanuary 3, 2009 (Block 4)
17ChJM9H9oQFYHPyrWo7FicQ2LPgQuQ1qD~234 BTCEarly 2009

All three received exactly 548 satoshis with each notice.

548 = 137 * 4
# 137 is the integer nearest to 1/alpha (fine structure constant)

The Salomon Brothers notice stated:

  • A client had taken possession of a digital wallet.
  • The legitimate owner had 90 days (until October 10, 2025) to prove ownership.
  • Proof could be provided via private key usage or contact form.

Outcome: The 90-day deadline expired with no public on-chain claim. This event occurred in the same month as the widely reported sale of approximately 80,000 BTC linked to dormant wallets from the MyBitcoin exchange era.

5.5 Transaction Amounts to 1CFB

Tier 1Confidence: 95%

The address 1CFBdvaiZgZPTZERqnezAtDQJuGHKoHSzg has received several transactions with precisely encoded satoshi amounts:

Amount (sats)FactorizationDate
548137 x 42025-07-13
6662 x 3 x 1112024-08-14
62719 x 332021-03-02

The factorizations reference constants that appear throughout the broader research: 137 (fine structure constant approximation), 19 (prime), and 33. Whether these amounts were deliberately encoded or are coincidental requires assessment of the base rate of "interesting" factorizations among arbitrary small satoshi amounts.

Note: The address 1CFBdvaiZgZPTZERqnezAtDQJuGHKoHSzg has been dormant since its creation in January 2009, with zero outgoing transactions over a period of more than 16 years.

5.6 OP_RETURN to Genesis Address

Tier 2Confidence: 75%

A hash value was sent as OP_RETURN data to the Genesis address (1A1zP1eP5QGefi2DMPTfTL5SLmv7DivfNa):

6064b2e70c30ecdec14d50a5c295f82c0357f1d932a725af43eb4fe0a0a02e12
PropertyValue
Block932,304
Timestamp2021-03-31
hash_bytes = bytes.fromhex(
    "6064b2e70c30ecdec14d50a5c295f82c0357f1d932a725af43eb4fe0a0a02e12"
)
byte_sum = sum(hash_bytes)
byte_sum % 27  # = 0 (divisible by 27)

The byte sum of this OP_RETURN payload is divisible by 27 (= 3^3). Whether this represents deliberate encoding or coincidence (baseline probability: 1/27 = 3.7%) is indeterminate without additional context.


6. The 6,507 BTC Whale Address

Tier 2Confidence: 70%

Address: 1NpZcfBnaJeoRT9ZqwZVRMw3SRs546VsuE

PropertyValue
Balance (at time of analysis)~6,507 BTC
Total received~55,395 BTC
Transaction count198
Hash160ef596ac8d7591dc24d295275158526b34ace5e28
First byte0xEF = 239

Modular properties:

6507 % 27 = 0    # Divisible by 27
6507 / 27 = 241  # 241 is prime (53rd prime)

The exact BTC balance being divisible by 27 has a baseline probability of approximately 3.7% for any four-digit integer. A related address with a similar prefix-suffix pattern (1NpWMJrbyc8eh4e5p4JppgVGxEhDNrVsuE) was observed in transaction inputs, suggesting a vanity address family (1Np...VsuE).

Verification:

curl -s "https://blockstream.info/api/address/1NpZcfBnaJeoRT9ZqwZVRMw3SRs546VsuE"

Caveat: BTC balances fluctuate with each transaction. The divisibility observation is valid only at the specific time of measurement and does not persist as a permanent property of the address.


7. Block 9455 and Historical References

Tier 2Confidence: 50%

Historical forum documentation references Block 9455 (mined April 1, 2009) as personally significant to an early Bitcoin participant. The associated coinbase address was reportedly 1gc9ofUh56DdTY9AWDCXgBrjCRSFRYuh3, with funds later moved to 1GqkXSDGATi2Lof1ySewk1GPe2orcwAtYn on June 19, 2011.

Hash160: 077d90d56f0f99d0f0efebbfa3a80672aac8730f
Byte Sum: 2832 (not in the 2299 family)
mod 121: 49
mod 19:  1

Discrepancy: The Blockstream API returns 0 transactions for 1gc9ofUh56DdTY9AWDCXgBrjCRSFRYuh3, which is inconsistent with the documentation claiming it received a Block 9455 coinbase reward. The most likely explanation is a transcription error in the historical documentation.

Verification recommended:

curl https://blockstream.info/api/block-height/9455
# Then: curl https://blockstream.info/api/block/{BLOCK_HASH}/txs/0
# Extract actual coinbase output address

Regardless of the transcription issue, the byte sum (2832) differs from 2299, placing this address outside Family A.


8. 1CF Census Structure

8.1 Hierarchical Summary

1CF Address Family (1,169 unique addresses)
|
+-- Standard 1CF addresses (1,166)
|   +-- step7 method   (158)
|   +-- col method     (136)
|   +-- row method     (132)
|   +-- step27 method  (129)
|   +-- step13 method  (111)
|   +-- diag method    (105)
|   +-- other/unknown  (395)
|
+-- 2299 byte-sum subset (3)
    +-- 1CFB (not found in any dataset; dormant since 2009)
    +-- 1CFi (found via step27 + XOR13 method)
    +-- 1CF4 (found at matrix index 439558; no metadata)

8.2 The Missing 1CFB

Despite searching over 2 million addresses across 7 datasets, the address 1CFBdvaiZgZPTZERqnezAtDQJuGHKoHSzg was not found in any dataset.

Possible explanations:

HypothesisAssessment
Generated from a seed batch not included in available dataPlausible
Generated using a different project's toolingPlausible
Created via constrained vanity generationPlausible
Deliberately excluded from public seed batchesPossible but unverifiable

8.3 The 1CF4 Metadata Gap

The address 1CF4DUoCirfAbU2E1gkwupaaaC1j1RDZGA was found at index 439,558 in matrix-addresses.json but lacks the row, column, and method metadata that accompanies all other matrix-derived addresses. This anomaly has several possible explanations: manual insertion, generation by an alternative process, corrupted metadata, or a placeholder entry.


9. Statistical Assessment

9.1 Combined Probability Analysis

Tier 2Confidence: 80%
ObservationIndividual p-valueNotes
46x enrichment of 1CF prefix in datasetsp < 10^-6Strong evidence of deliberate generation
Two addresses with byte sum = 2299~1/8,712Shared factorization 121 x 19
0x7b first byte in all three 2299-family members~(1/3)^3Combined with byte sum
17ChJM at exactly 676 transactionsLow (requires active management)On-chain verifiable
548 satoshis = 137 x 4 sent to all 3 NOTICE recipients~1/1,000Fine structure encoding
Block 576 extra byte = 27 (unique in first 50k blocks)~1/50,000On-chain verifiable

Important caveat on combined probabilities: These observations were not pre-registered. Computing a combined p-value by multiplying independent probabilities (yielding an extremely small number) would constitute a post-hoc analysis and would overstate the significance. Each observation should be evaluated on its own merits, with the understanding that pattern-seeking across large datasets will inevitably produce some striking coincidences.

A rigorous approach would require:

  1. Pre-registered hypotheses.
  2. Bonferroni correction for multiple comparisons.
  3. Control experiments using random address sets of equivalent size.

10. Limitations

10.1 Data Limitations

  • Incomplete seed coverage: Only seed batches 0--23 were available. Additional batches may exist but were not accessible for this analysis.
  • API reliability: Blockchair API returned 430 errors during testing; all verification was performed via blockchain.info/rawblock/{height} or Blockstream API as fallbacks.
  • Historical documentation: Some historical forum references contain unverified claims or potential transcription errors (e.g., the Block 9455 address discrepancy).

10.2 Methodological Limitations

  • Post-hoc analysis: All observations were identified after data collection, not from pre-registered hypotheses. This increases the risk of false positives.
  • Confirmation bias: When searching for patterns in large datasets (2+ million addresses), statistically unusual coincidences are expected.
  • Balance volatility: Observations about BTC balances (e.g., divisibility properties) are time-dependent snapshots, not permanent address properties.
  • Block hash substrings: The presence of specific hex substrings (like 7b) in 256-bit hashes has a high baseline probability (~63% per hash). Significance claims require careful multiple-testing correction.

10.3 Interpretation Boundaries

  • The 46x enrichment of 1CF addresses proves deliberate generation but does not identify the generator.
  • Shared byte sums prove shared algorithm but do not prove shared authorship.
  • Transaction amount factorizations are interesting but unfalsifiable without a pre-registered prediction framework.
  • The "NOTICE TO OWNER" event is on-chain fact; its interpretation as evidence of ownership connections is Tier 2--3.

11. Reproduction Instructions

11.1 Verify the 1CF Census

# Count 1CF addresses in a JSON dataset
python3 -c "
import json
with open('bitcoin-private-keys.json') as f:
    data = json.load(f)
cf_addrs = [a for a in data if a.get('address','').startswith('1CF')]
print(f'1CF addresses: {len(cf_addrs)}')
"

11.2 Verify Hash160 Properties

def b58decode(s):
    alphabet = '123456789ABCDEFGHJKLMNPQRSTUVWXYZabcdefghijkmnopqrstuvwxyz'
    num = sum(alphabet.index(c) * (58**i) for i, c in enumerate(reversed(s)))
    combined = num.to_bytes(25, 'big')
    return combined[1:21]
 
# Verify 1CFB byte sum
h160 = b58decode("1CFBdvaiZgZPTZERqnezAtDQJuGHKoHSzg")
print(f"Hash160: {h160.hex()}")
print(f"Byte sum: {sum(h160)}")         # Expected: 2299
print(f"First byte: {hex(h160[0])}")    # Expected: 0x7b
print(f"2299 / 121: {2299 / 121}")      # Expected: 19.0
print(f"2299 % 121: {2299 % 121}")      # Expected: 0
print(f"2299 % 19:  {2299 % 19}")       # Expected: 0

11.3 Verify On-Chain Data

# Verify 1CFB address status
curl -s "https://blockstream.info/api/address/1CFBdvaiZgZPTZERqnezAtDQJuGHKoHSzg"
 
# Verify 17ChJM transaction count
curl -s "https://blockstream.info/api/address/17ChJM9H9oQFYHPyrWo7FicQ2LPgQuQ1qD"
 
# Verify Block 576 coinbase
curl -s "https://blockstream.info/api/block-height/576"
# Then fetch block details and inspect coinbase transaction
 
# Verify Genesis nonce divisibility
python3 -c "print(2083236893 % 19)"  # Expected: 0

11.4 Verify "NOTICE TO OWNER" Transactions

# Search for OP_RETURN transactions to 1CFB on July 13, 2025
# Use a block explorer or Blockstream API to query transactions
# for 1CFBdvaiZgZPTZERqnezAtDQJuGHKoHSzg around block height ~852,000

12. Falsification Criteria

The following conditions would falsify key claims in this analysis:

ClaimFalsified If
1CFB byte sum = 2299Independent Hash160 computation yields a different sum
1CFi byte sum = 2299Independent computation yields a different sum (note: only one source documents this)
46x enrichment of 1CF addressesRe-analysis of datasets yields significantly different counts
17ChJM has 676 transactionsBlockchain query returns a different count
548 sats sent to all 3 NOTICE recipientsTransaction inspection shows different amounts
Block 576 extra byte = 0x1bRaw coinbase inspection shows different value

13. Data Files and Scripts

FileDescription
COMPREHENSIVE_1CF_SEARCH.jsonAll 1,169 unique 1CF addresses
CF_ADDRESS_ANALYSIS.jsonAnalysis of 771 addresses with generation methods
MATRIX_CF_ADDRESS_ANALYSIS.jsonAnalysis of 754 matrix-derived addresses
search_all_1cf_addresses.pyCensus search script
analyze_771_cf_addresses.pyMethod distribution analysis
analyze_754_matrix_cf_addresses.pyMatrix position analysis

14. Summary of Conclusions

  1. Deliberate generation confirmed: The 46x enrichment of 1CF addresses across available datasets proves systematic vanity address generation (Tier 1).

  2. Two algorithmic families identified: Family A (byte sum 2299 = 121 x 19) and Family B (byte sum mod 19 = 17) represent distinct generation approaches with different targeting criteria (Tier 2).

  3. Active address management observed: The 17ChJM address maintaining exactly 676 transactions indicates deliberate management rather than passive usage (Tier 1).

  4. Coordinated messaging event documented: The "NOTICE TO OWNER" event targeting three addresses with identical 548-satoshi amounts is on-chain fact (Tier 1). Its interpretation as evidence of ownership connections remains Tier 2.

  5. 1CFB remains unlocated in available data: Despite searching over 2 million addresses, 1CFBdvaiZgZPTZERqnezAtDQJuGHKoHSzg was not found in any available dataset, suggesting it was generated through a process or seed batch not represented in the analyzed data (Tier 1 observation; Tier 3 interpretation).

  6. Early block signatures require caution: While patterns in block hashes and nonces are real on-chain data, their interpretation as deliberate encoding is subject to post-hoc analysis bias and requires formal statistical correction before strong conclusions can be drawn (Tier 2--3).


Analysis compiled February 27, 2026. All on-chain data points are independently verifiable through public blockchain APIs.