Pith Number

pith:6EM5AORF

pith:2025:6EM5AORF4656YBNIKOK65SEFOX

not attested not anchored not stored refs pending

Redefining Research Crowdsourcing: Incorporating Human Feedback with LLM-Powered Digital Twins

Amanda Chan, Andr\'es Monroy-Hern\'andez, Catherine Di, Gary Smith, Joseph Rupertus, Manoel Horta Ribeiro, Varun Nagaraj Rao

arxiv:2505.24004 v1 · 2025-05-29 · cs.HC · cs.CL · cs.CY

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{6EM5AORF4656YBNIKOK65SEFOX}

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	2026-07-05T11:12:39.984569Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f119d03a25e7bbec05a85395eec88575c792b56de989e46bc23e8faec98f1b3a

Aliases

arxiv: 2505.24004 · arxiv_version: 2505.24004v1 · doi: 10.48550/arxiv.2505.24004 · pith_short_12: 6EM5AORF4656 · pith_short_16: 6EM5AORF4656YBNI · pith_short_8: 6EM5AORF

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/6EM5AORF4656YBNIKOK65SEFOX \
  | 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: f119d03a25e7bbec05a85395eec88575c792b56de989e46bc23e8faec98f1b3a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2d926e5598fac86f638eccad422d3a522a257efc4b593d6977e2f8048658cac1",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.CY"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.HC",
    "submitted_at": "2025-05-29T20:55:27Z",
    "title_canon_sha256": "c240bf5f6b20ac7cd4c6f95e137764aa9c35d36390ee973042d178838324c1c0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.24004",
    "kind": "arxiv",
    "version": 1
  }
}