Pith Number

pith:S6WQ2XJT

pith:2026:S6WQ2XJTOXNC7GVQM372NDCNEW

not attested not anchored not stored refs pending

Validating LLMs in social science: Epistemic threats and emerging norms

Abigail Z. Jacobs, Dallas Card, Meera Desai

arxiv:2607.07915 v1 · 2026-07-08 · cs.CY · 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{S6WQ2XJTOXNC7GVQM372NDCNEW}

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	2026-07-10T00:19:04.726902Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

97ad0d5d3375da2f9ab066ffa68c4d259f59a055dd74706cd55d4dbbce5dbf1d

Aliases

arxiv: 2607.07915 · arxiv_version: 2607.07915v1 · doi: 10.48550/arxiv.2607.07915 · pith_short_12: S6WQ2XJTOXNC · pith_short_16: S6WQ2XJTOXNC7GVQ · pith_short_8: S6WQ2XJT

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/S6WQ2XJTOXNC7GVQM372NDCNEW \
  | 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: 97ad0d5d3375da2f9ab066ffa68c4d259f59a055dd74706cd55d4dbbce5dbf1d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "12f6a84fd236ac4f84bc93dcf2644ed7b6a1f9e7e14133c10517e95cac41c743",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CY",
    "submitted_at": "2026-07-08T20:59:10Z",
    "title_canon_sha256": "405dc49142e46efe1764d967c54663d1cb2f7b78110bc21bdf98e7591630237c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.07915",
    "kind": "arxiv",
    "version": 1
  }
}