Pith Number

pith:WLOLTAU2

pith:2024:WLOLTAU2ZEW4SFJGZ3Q4LZCXWN

not attested not anchored not stored refs pending

Evaluation and Continual Improvement for an Enterprise AI Assistant

Akash V. Maharaj, Horia Galatanu, Ken Russell, Kun Qian, Manas Garg, Nishant Kapoor, Rachel Hanessian, Sally Fang, Shivakumar Vaithyanathan, Uttaran Bhattacharya, Yunyao Li

arxiv:2407.12003 v2 · 2024-06-15 · cs.HC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{WLOLTAU2ZEW4SFJGZ3Q4LZCXWN}

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	2026-07-05T09:45:51.662525Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b2dcb9829ac92dc91526cee1c5e457b36cd1fa1db0a0b1044065bde22a754bf2

Aliases

arxiv: 2407.12003 · arxiv_version: 2407.12003v2 · doi: 10.48550/arxiv.2407.12003 · pith_short_12: WLOLTAU2ZEW4 · pith_short_16: WLOLTAU2ZEW4SFJG · pith_short_8: WLOLTAU2

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/WLOLTAU2ZEW4SFJGZ3Q4LZCXWN \
  | 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: b2dcb9829ac92dc91526cee1c5e457b36cd1fa1db0a0b1044065bde22a754bf2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "cc6d8b9aafe4dbd73952d645ae0df4d885fc657b35eda36970b64742298ba6b6",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.HC",
    "submitted_at": "2024-06-15T06:00:23Z",
    "title_canon_sha256": "cbd6981c05c911ce648cfaef52393710443d95592439e2c6f55a0de93f1bc9e5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.12003",
    "kind": "arxiv",
    "version": 2
  }
}