Pith Number
pith:D3EC43J2
pith:2012:D3EC43J2NULY5ZMFMJK5KIDJXL
not attested
not anchored
not stored
refs pending
Message-Passing Algorithms for Channel Estimation and Decoding Using Approximate Inference
arxiv:1202.1467 v2 · 2012-02-07 · cs.IT · math.IT · stat.ML
Add to your LaTeX paper
\usepackage{pith}
\pithnumber{D3EC43J2NULY5ZMFMJK5KIDJXL}
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Record completeness
1
Bitcoin timestamp
2
Internet Archive
3
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4
Citations
5
Replications
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Portable graph bundle live · download bundle · merged
state
The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same
current state with the deterministic merge algorithm.
Receipt and verification
| First computed | 2026-05-18T00:59:09.854668Z |
|---|---|
| Builder | pith-number-builder-2026-05-17-v1 |
| Signature | Pith Ed25519
(pith-v1-2026-05) · public key |
| Schema | pith-number/v1.0 |
Canonical hash
1ec82e6d3a6d178ee5856255d52069bad1154f85862d2c3a75fee1c4aeaf8f6f
Aliases
· · · · ·Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/D3EC43J2NULY5ZMFMJK5KIDJXL \
| jq -c '.canonical_record' \
| python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: 1ec82e6d3a6d178ee5856255d52069bad1154f85862d2c3a75fee1c4aeaf8f6f
Canonical record JSON
{
"metadata": {
"abstract_canon_sha256": "2649c6c3e98e8e42db02443e3c58d60a7c89354a574ba1c2e8b96363d8482090",
"cross_cats_sorted": [
"math.IT",
"stat.ML"
],
"license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
"primary_cat": "cs.IT",
"submitted_at": "2012-02-07T17:14:46Z",
"title_canon_sha256": "2e8ab900b0538ca51a56f3ae02cb4281adb32a0d94d7a949c85a732cf925a849"
},
"schema_version": "1.0",
"source": {
"id": "1202.1467",
"kind": "arxiv",
"version": 2
}
}