Pith Number

pith:UAG4QBUV

pith:2021:UAG4QBUV5Z2V3WH27QLJ2YWSVQ

not attested not anchored not stored refs pending

Can Transformer Language Models Predict Psychometric Properties?

Animesh Nighojkar, Antonio Laverghetta Jr., Jamshidbek Mirzakhalov, John Licato

arxiv:2106.06849 v1 · 2021-06-12 · 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{UAG4QBUV5Z2V3WH27QLJ2YWSVQ}

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	2026-07-05T02:48:41.766854Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a00dc80695ee755dd8fafc169d62d2ac0bf4c432816b5ecfbe514516ae702214

Aliases

arxiv: 2106.06849 · arxiv_version: 2106.06849v1 · doi: 10.48550/arxiv.2106.06849 · pith_short_12: UAG4QBUV5Z2V · pith_short_16: UAG4QBUV5Z2V3WH2 · pith_short_8: UAG4QBUV

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/UAG4QBUV5Z2V3WH27QLJ2YWSVQ \
  | 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: a00dc80695ee755dd8fafc169d62d2ac0bf4c432816b5ecfbe514516ae702214

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "dfb064afc624d1d623b32621a4a2c80e258eb8a25336898b9ac1397f72dbea9e",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2021-06-12T20:05:33Z",
    "title_canon_sha256": "96ff7b9de1781e2a4ccb1007499798bb11621d205cdbb6d4634cc34f7c391453"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2106.06849",
    "kind": "arxiv",
    "version": 1
  }
}