Pith Number

pith:5DAAPVPV

pith:2024:5DAAPVPVM2HUXTSXVKCQ75M6WV

not attested not anchored not stored refs pending

Iterative Prompt Refinement for Radiation Oncology Symptom Extraction Using Teacher-Student Large Language Models

Ahmed I Ghanem, Benjamin Movsas, Hassan Bagher-Ebadian, Indrin Chetty, Kundan Thind, Kyle Verdecchia, Mohamed Elshaikh, Mohammad M. Ghassemi, Reza Khanmohammadi, Ryan Hall

arxiv:2402.04075 v1 · 2024-02-06 · 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{5DAAPVPVM2HUXTSXVKCQ75M6WV}

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	2026-07-05T07:42:02.667168Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e8c007d5f5668f4bce57aa850ff59eb54cd4b7be55cc2a35c0ab2a17630d0565

Aliases

arxiv: 2402.04075 · arxiv_version: 2402.04075v1 · doi: 10.48550/arxiv.2402.04075 · pith_short_12: 5DAAPVPVM2HU · pith_short_16: 5DAAPVPVM2HUXTSX · pith_short_8: 5DAAPVPV

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/5DAAPVPVM2HUXTSXVKCQ75M6WV \
  | 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: e8c007d5f5668f4bce57aa850ff59eb54cd4b7be55cc2a35c0ab2a17630d0565

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "45a107a4f39d5f829707630167ed3b83981ad109cad10d78d2799a2f94f020df",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-02-06T15:25:09Z",
    "title_canon_sha256": "df57519086133a8992ebb085d5d6fcd71bc91ffc6de7668e680c92a219bb0a75"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.04075",
    "kind": "arxiv",
    "version": 1
  }
}