Pith Number

pith:2UZTHDRV

pith:2024:2UZTHDRVVXFVYLNMQVJ66RSUQN

not attested not anchored not stored refs pending

Process-Supervised Reward Models for Verifying Clinical Note Generation: A Scalable Approach Guided by Domain Expertise

Bolun Liu, Brian Bartlett, Chufan Gao, Gokhan Anil, Guleid Hussein, Hanyin Wang, Hariprasad Korsapati, Jimeng Sun, Kingsley Iheasirim, Mohamad El Labban, Mohamed Hassan, Qiping Xu

arxiv:2412.12583 v3 · 2024-12-17 · 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{2UZTHDRVVXFVYLNMQVJ66RSUQN}

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	2026-07-05T12:06:04.028580Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d533338e35adcb5c2dac8553ef4654836024d794d1805c4ee1d58ba430705aa1

Aliases

arxiv: 2412.12583 · arxiv_version: 2412.12583v3 · doi: 10.48550/arxiv.2412.12583 · pith_short_12: 2UZTHDRVVXFV · pith_short_16: 2UZTHDRVVXFVYLNM · pith_short_8: 2UZTHDRV

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/2UZTHDRVVXFVYLNMQVJ66RSUQN \
  | 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: d533338e35adcb5c2dac8553ef4654836024d794d1805c4ee1d58ba430705aa1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "80ff6f8a0921b71db6bd0e8adf4f0a08a5d165c388e2fc26507fd0d9beebe1e8",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-12-17T06:24:34Z",
    "title_canon_sha256": "529347aaaec174442e9981f00b231983fc07003dff816c3bfff9382ff608de68"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.12583",
    "kind": "arxiv",
    "version": 3
  }
}