Pith Number

pith:3I4A2CE7

pith:2025:3I4A2CE7OJK6DESR6OEZXAIM2B

not attested not anchored not stored refs pending

Enhancing Memory Recall in LLMs with Gauss-Tin: A Hybrid Instructional and Gaussian Replay Approach

Iing Muttakhiroh, Thomas Fevens

arxiv:2508.09510 v1 · 2025-08-13 · cs.LG

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{3I4A2CE7OJK6DESR6OEZXAIM2B}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ 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	2026-07-05T11:53:16.332942Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

da380d089f7255e19251f3899b810cd073079e079c52ca87a2d06ddf6f44ab38

Aliases

arxiv: 2508.09510 · arxiv_version: 2508.09510v1 · doi: 10.48550/arxiv.2508.09510 · pith_short_12: 3I4A2CE7OJK6 · pith_short_16: 3I4A2CE7OJK6DESR · pith_short_8: 3I4A2CE7

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/3I4A2CE7OJK6DESR6OEZXAIM2B \
  | 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: da380d089f7255e19251f3899b810cd073079e079c52ca87a2d06ddf6f44ab38

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8035d441fcce4cfda6e9a07728f80e9907a13a08892e1bfd9cb7d09b58574532",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-08-13T05:45:58Z",
    "title_canon_sha256": "9fb8fdde03a3c8c1d1dd62cf454f4655a669737701890c59b42ee7d56a237ae0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.09510",
    "kind": "arxiv",
    "version": 1
  }
}