pith. sign in
Pith Number

pith:ECJBADMO

pith:2025:ECJBADMORGZE6Q3F3K2LQCOSUD
not attested not anchored not stored refs pending

Survey-to-Behavior: Downstream Alignment of Human Values in LLMs via Survey Questions

Charles Welch, David Kacz\'er, Florian Mai, Lucie Flek, Shangrui Nie, Zhixue Zhao

arxiv:2508.11414 v1 · 2025-08-15 · cs.CL

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{ECJBADMORGZE6Q3F3K2LQCOSUD}

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 2026-07-05T11:54:33.072922Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

2092100d8e89b24f4365dab4b809d2a0d4a49ea195e59018054f69e90f3d47c9

Aliases

arxiv: 2508.11414 · arxiv_version: 2508.11414v1 · doi: 10.48550/arxiv.2508.11414 · pith_short_12: ECJBADMORGZE · pith_short_16: ECJBADMORGZE6Q3F · pith_short_8: ECJBADMO
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/ECJBADMORGZE6Q3F3K2LQCOSUD \
  | 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: 2092100d8e89b24f4365dab4b809d2a0d4a49ea195e59018054f69e90f3d47c9
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "165bca0bb3b61d11f66d7224bb0ee60315eac6f19ab36dc045fa960bb69de9f3",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-08-15T11:36:17Z",
    "title_canon_sha256": "822eaf998df5557434690ad43188676ab9d27125ad081528120fa97093288c4f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.11414",
    "kind": "arxiv",
    "version": 1
  }
}