Pith Number

pith:EVEVLUX3

pith:2025:EVEVLUX3I26KF335KWX2MWUX4A

not attested not anchored not stored refs pending

TraCeS: Learning Per-Timestep Constraint-Violation Credit from Sparse Trajectory-Level Labels

Akshat Kumar, Siow Meng Low, Ze Gong

arxiv:2504.12557 v3 · 2025-04-17 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{EVEVLUX3I26KF335KWX2MWUX4A}

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	2026-07-01T01:17:09.767614Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

254955d2fb46bca2ef7d55afa65a97e00291f8960f15b1478ded99ab9c30d874

Aliases

arxiv: 2504.12557 · arxiv_version: 2504.12557v3 · doi: 10.48550/arxiv.2504.12557 · pith_short_12: EVEVLUX3I26K · pith_short_16: EVEVLUX3I26KF335 · pith_short_8: EVEVLUX3

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/EVEVLUX3I26KF335KWX2MWUX4A \
  | 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: 254955d2fb46bca2ef7d55afa65a97e00291f8960f15b1478ded99ab9c30d874

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a55556bf0e997263ff98a2d82d16dc89025ae32d7eeb5be8eaf86807628e5fb9",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-04-17T01:11:08Z",
    "title_canon_sha256": "92e9ae7517ae4c1ee51a42cd3f661fdab6562df26a1b1c204b498f24370fa908"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.12557",
    "kind": "arxiv",
    "version": 3
  }
}