Pith Number

pith:SJSV3N4F

pith:2025:SJSV3N4FLQHJ6XEB26UNV7I5TN

not attested not anchored not stored refs pending

Scaling Context, Not Parameters: Training a Compact 7B Language Model for Efficient Long-Context Processing

Chen Wu, Yin Song

arxiv:2505.08651 v1 · 2025-05-13 · cs.CL · 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{SJSV3N4FLQHJ6XEB26UNV7I5TN}

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.

Cited by

1 paper in Pith

SeqPE: Transformer with Sequential Position Encoding

Receipt and verification

First computed	2026-07-05T11:02:34.181121Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

92655db7855c0e9f5c81d7a8dafd1d9b4c25b9bae30d08f8bad652fb93f0671f

Aliases

arxiv: 2505.08651 · arxiv_version: 2505.08651v1 · doi: 10.48550/arxiv.2505.08651 · pith_short_12: SJSV3N4FLQHJ · pith_short_16: SJSV3N4FLQHJ6XEB · pith_short_8: SJSV3N4F

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/SJSV3N4FLQHJ6XEB26UNV7I5TN \
  | 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: 92655db7855c0e9f5c81d7a8dafd1d9b4c25b9bae30d08f8bad652fb93f0671f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8828457744baf75064df8a3d400d503e2cd611419ce8035d3b01ad9072991687",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-05-13T15:13:15Z",
    "title_canon_sha256": "54117d25d0f54188a9f661475d72498b2da2f122be77f9e16d95077ff5cfa0d9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.08651",
    "kind": "arxiv",
    "version": 1
  }
}