Pith Number

pith:OSOH2Y6X

pith:2025:OSOH2Y6XCJJYBZMCWXUH2EZKLC

not attested not anchored not stored refs pending

Enhancing Small LLM Alignment through Margin-Based Objective Modifications under Resource Constraints

Daren Yao, Jinsong Yuan, Ruike Chen

arxiv:2508.08466 v1 · 2025-08-11 · 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{OSOH2Y6XCJJYBZMCWXUH2EZKLC}

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	2026-07-05T11:52:29.021765Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

749c7d63d7125380e582b5e87d132a588ca32888e4acf8b4a10de0ba4a520f8e

Aliases

arxiv: 2508.08466 · arxiv_version: 2508.08466v1 · doi: 10.48550/arxiv.2508.08466 · pith_short_12: OSOH2Y6XCJJY · pith_short_16: OSOH2Y6XCJJYBZMC · pith_short_8: OSOH2Y6X

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/OSOH2Y6XCJJYBZMCWXUH2EZKLC \
  | 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: 749c7d63d7125380e582b5e87d132a588ca32888e4acf8b4a10de0ba4a520f8e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e388755fd9a84defedbad26c4244e2203fcac8f5e81b8112abb4e0f7800d0eda",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-08-11T20:53:37Z",
    "title_canon_sha256": "a1af830a7243306fb4736d3df7f78a7d94497a98fd9cd54a84f70696f1e78994"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.08466",
    "kind": "arxiv",
    "version": 1
  }
}