Pith Number

pith:7F6RVKTF

pith:2022:7F6RVKTFNP2WWKEH4CDROE7N63

not attested not anchored not stored refs pending

SocioProbe: What, When, and Where Language Models Learn about Sociodemographics

Anne Lauscher, Dirk Hovy, Federico Bianchi, Samuel Bowman

arxiv:2211.04281 v1 · 2022-11-08 · 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{7F6RVKTFNP2WWKEH4CDROE7N63}

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.

Cited by

1 paper in Pith

Probing Latent Colombian Identity Inferences in Qwen2.5-7B with Natural Language Autoencoders

Receipt and verification

First computed	2026-07-05T05:14:27.914073Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f97d1aaa656bf56b2887e0871713edf6de880dfdedad774b64661c435f3d5196

Aliases

arxiv: 2211.04281 · arxiv_version: 2211.04281v1 · doi: 10.48550/arxiv.2211.04281 · pith_short_12: 7F6RVKTFNP2W · pith_short_16: 7F6RVKTFNP2WWKEH · pith_short_8: 7F6RVKTF

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/7F6RVKTFNP2WWKEH4CDROE7N63 \
  | 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: f97d1aaa656bf56b2887e0871713edf6de880dfdedad774b64661c435f3d5196

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0a46d27e04bc0322b2cdb10d353d63cab3df13c8a235c083a3d5abf1f128ce90",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2022-11-08T14:37:45Z",
    "title_canon_sha256": "28ef3b09129542e7f29b58fa1df230791a46557119340eb6c913b59632657ae6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2211.04281",
    "kind": "arxiv",
    "version": 1
  }
}