Pith Number

pith:CJRUMFIZ

pith:2026:CJRUMFIZTVKFU2M63WWGSADL5A

not attested not anchored not stored refs pending

How Often Should a Recommender Call an LLM? Value-Weighted Routing, Monitoring, and Seasonal Robustness

Bhavtosh Rath

arxiv:2607.25068 v1 · 2026-07-27 · 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{CJRUMFIZTVKFU2M63WWGSADL5A}

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	2026-07-29T00:25:00.951506Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

12634615199d545a699eddac69006be82def707f9dbc9656228e4cc5432bdf7c

Aliases

arxiv: 2607.25068 · arxiv_version: 2607.25068v1 · doi: 10.48550/arxiv.2607.25068 · pith_short_12: CJRUMFIZTVKF · pith_short_16: CJRUMFIZTVKFU2M6 · pith_short_8: CJRUMFIZ

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/CJRUMFIZTVKFU2M63WWGSADL5A \
  | 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: 12634615199d545a699eddac69006be82def707f9dbc9656228e4cc5432bdf7c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a2bf7d73d93097ca3eca19e90ed08fed84c7775c2d304f07207e0f6bf5e99824",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2026-07-27T20:52:15Z",
    "title_canon_sha256": "be8e68972ed08d31874bd7bb2e84e0b7a6f4322fb021ba7fe9a34d49e41f1dff"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.25068",
    "kind": "arxiv",
    "version": 1
  }
}