Pith Number

pith:WR3P4ZHF

pith:2024:WR3P4ZHFBL66GTDCEQCH4AKI3I

not attested not anchored not stored refs pending

From traces to measures: Large language models as a tool for psychological measurement from text

Brandon Siyuan Loh, Joseph J.P. Simons, Prasanta Bhattacharya, Wei Gao, Wong Liang Ze

arxiv:2405.07447 v2 · 2024-05-13 · cs.HC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{WR3P4ZHFBL66GTDCEQCH4AKI3I}

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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

1 paper in Pith

Rethinking stance detection: A theoretically-informed research agenda for user-level inference using language models

Receipt and verification

First computed	2026-07-05T09:19:57.125555Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b476fe64e50afde34c6224047e0148da154d294cf7366d18ef3ee23928c71475

Aliases

arxiv: 2405.07447 · arxiv_version: 2405.07447v2 · doi: 10.48550/arxiv.2405.07447 · pith_short_12: WR3P4ZHFBL66 · pith_short_16: WR3P4ZHFBL66GTDC · pith_short_8: WR3P4ZHF

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/WR3P4ZHFBL66GTDCEQCH4AKI3I \
  | 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: b476fe64e50afde34c6224047e0148da154d294cf7366d18ef3ee23928c71475

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f5a5e6dc076f644e304d6a1b791873e1195aff2d71beb897a0f4b3f03cf1e620",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.HC",
    "submitted_at": "2024-05-13T03:12:13Z",
    "title_canon_sha256": "1f7a25122caf1646d98e4811fcf86eb0da36be94868743551fb0acf9a4647eed"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.07447",
    "kind": "arxiv",
    "version": 2
  }
}