Pith Number

pith:3KXB7CHV

pith:2026:3KXB7CHVKSC4J3LATO6KLL7DWU

not attested not anchored not stored refs pending

SAGE: Shaping Anchors for Guided Exploration in RLVR of LLMs

Chanuk Lee, Minki Kang, Sung Ju Hwang

arxiv:2605.18864 v1 · 2026-05-15 · 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{3KXB7CHVKSC4J3LATO6KLL7DWU}

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	2026-05-20T00:06:29.208416Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

daae1f88f55485c4ed609bbca5afe3b527819fc5a5cc0dee838b6c22432d4b44

Aliases

arxiv: 2605.18864 · arxiv_version: 2605.18864v1 · doi: 10.48550/arxiv.2605.18864 · pith_short_12: 3KXB7CHVKSC4 · pith_short_16: 3KXB7CHVKSC4J3LA · pith_short_8: 3KXB7CHV

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/3KXB7CHVKSC4J3LATO6KLL7DWU \
  | 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: daae1f88f55485c4ed609bbca5afe3b527819fc5a5cc0dee838b6c22432d4b44

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "92fa127f20e2720ff788e6f74d3afdc084565cc8edaf9bd025aec4b055eb3f90",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-05-15T07:42:21Z",
    "title_canon_sha256": "a37bdcd0242029f2b73424435001f3f1d3bff5636b32aae9c0898d3ec21acdfc"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.18864",
    "kind": "arxiv",
    "version": 1
  }
}