Pith Number

pith:VXWFJAIL

pith:2025:VXWFJAILQKYB3HLZPAH2N4JBJB

not attested not anchored not stored refs pending

ALFA: Aligning LLMs to Ask Good Questions A Case Study in Clinical Reasoning

Bing Ren, Bryceton G. Thomas, Faeze Brahman, Jessica M. Sin, Jimin Mun, Jonathan S. Ilgen, Maarten Sap, Pedram Hosseini, Shuyue Stella Li, Yulia Tsvetkov

arxiv:2502.14860 v2 · 2025-02-20 · 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{VXWFJAILQKYB3HLZPAH2N4JBJB}

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.

Cited by

2 papers in Pith

CA-BED: Conversation-Aware Bayesian Experimental Design

Omakase: proactive assistance with actionable suggestions for evolving scientific research projects

Receipt and verification

First computed	2026-07-05T11:51:22.301502Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

adec54810b82b01d9d79780fa6f121486bd09b1d7c5f4bc417639235df51bad5

Aliases

arxiv: 2502.14860 · arxiv_version: 2502.14860v2 · doi: 10.48550/arxiv.2502.14860 · pith_short_12: VXWFJAILQKYB · pith_short_16: VXWFJAILQKYB3HLZ · pith_short_8: VXWFJAIL

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/VXWFJAILQKYB3HLZPAH2N4JBJB \
  | 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: adec54810b82b01d9d79780fa6f121486bd09b1d7c5f4bc417639235df51bad5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "15521da697e1b887f7d9517e70914bd2977bac0a1128c39584494b282b0bdde1",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-02-20T18:59:31Z",
    "title_canon_sha256": "8e9585c35a285a3334fc63e5f0257ae896fbeecc7ec3d8d42b4b4b188d6ebdd7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.14860",
    "kind": "arxiv",
    "version": 2
  }
}