Pith Number

pith:5WWBXCX5

pith:2026:5WWBXCX56NAYJBGAKRC4MTIGVM

not attested not anchored not stored refs pending

Learning with Foresight: Enhancing Neural Routing Policy via Multi-Node Lookahead Prediction

Xia Jiang, Yaoxin Wu, Yew-Soon Ong, Yingqian Zhang

arxiv:2605.19975 v1 · 2026-05-19 · 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{5WWBXCX56NAYJBGAKRC4MTIGVM}

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	2026-05-20T02:05:57.827659Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

edac1b8afdf3418484c05445c64d06ab1085f41477d4f4da132902158f1977fa

Aliases

arxiv: 2605.19975 · arxiv_version: 2605.19975v1 · doi: 10.48550/arxiv.2605.19975 · pith_short_12: 5WWBXCX56NAY · pith_short_16: 5WWBXCX56NAYJBGA · pith_short_8: 5WWBXCX5

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/5WWBXCX56NAYJBGAKRC4MTIGVM \
  | 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: edac1b8afdf3418484c05445c64d06ab1085f41477d4f4da132902158f1977fa

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f3065b6847704291e3982a4031bde17a384dd7f42f940ba3f63b999b7c76993e",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-05-19T15:19:59Z",
    "title_canon_sha256": "074eaf0e95700bdcf6eafdafb354d768387a435a24c898f9bbbb4dc199849110"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.19975",
    "kind": "arxiv",
    "version": 1
  }
}