Pith Number

pith:244GEGHR

pith:2026:244GEGHRXJEL33QNB6H7YXFRYW

not attested not anchored not stored refs pending

PAIR: Pairwise-Aware Inclusion Reweighting for Adaptive Rollout Allocation in RLVR

Elena Voss, Marcus Hale, Pixel Nomand, Sofia Reyes

arxiv:2608.11368 v1 · 2026-08-11 · 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{244GEGHRXJEL33QNB6H7YXFRYW}

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	2026-08-13T00:21:42.065265Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d7386218f1ba48bdee0d0f8ffc5cb1c59ee35f7174ed03bd49af90ad9129453c

Aliases

arxiv: 2608.11368 · arxiv_version: 2608.11368v1 · doi: 10.48550/arxiv.2608.11368 · pith_short_12: 244GEGHRXJEL · pith_short_16: 244GEGHRXJEL33QN · pith_short_8: 244GEGHR

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/244GEGHRXJEL33QNB6H7YXFRYW \
  | 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: d7386218f1ba48bdee0d0f8ffc5cb1c59ee35f7174ed03bd49af90ad9129453c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0362ce8f1c38e7dcc7d3aa28aa93ab9324120b0c1aa9ab9b261fb5153fde55ad",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-08-11T19:24:59Z",
    "title_canon_sha256": "74425054b8964568a9dc09a49ba801f115cb870a166071dbfbbcc757761a2143"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2608.11368",
    "kind": "arxiv",
    "version": 1
  }
}