Pith Number

pith:MSTBAP7N

pith:2025:MSTBAP7NBO2TMO2B2OK4DMBHXE

not attested not anchored not stored refs pending

Scalability Matters: Overcoming Challenges in InstructGLM with Similarity-Degree-Based Sampling

B.D.S. Aritra, Chris Yi, Hyun Lee, Maminur Islam

arxiv:2505.03799 v1 · 2025-05-02 · cs.LG · cs.AI · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{MSTBAP7NBO2TMO2B2OK4DMBHXE}

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	2026-07-05T10:59:31.729361Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

64a6103fed0bb5363b41d395c1b027b90e04d5a98c84faf301fc9a44ff7f1167

Aliases

arxiv: 2505.03799 · arxiv_version: 2505.03799v1 · doi: 10.48550/arxiv.2505.03799 · pith_short_12: MSTBAP7NBO2T · pith_short_16: MSTBAP7NBO2TMO2B · pith_short_8: MSTBAP7N

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/MSTBAP7NBO2TMO2B2OK4DMBHXE \
  | 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: 64a6103fed0bb5363b41d395c1b027b90e04d5a98c84faf301fc9a44ff7f1167

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3fc07156a03afcbd4caa0c537c9aa1176a49eb9282d5bbeb230493704dc72e66",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-05-02T06:08:21Z",
    "title_canon_sha256": "6e00c8e85b4ceacab4c98e9f8bd6bf03c3211d5f5f774dde469916e573844799"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.03799",
    "kind": "arxiv",
    "version": 1
  }
}