Pith Number

pith:HIGE7GOH

pith:2019:HIGE7GOH32K5UEJBZFWD5HNJ34

not attested not anchored not stored refs pending

Masked Language Model Scoring

Davis Liang, Julian Salazar, Katrin Kirchhoff, Toan Q. Nguyen

arxiv:1910.14659 v3 · 2019-10-31 · cs.CL · cs.LG · eess.AS · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{HIGE7GOH32K5UEJBZFWD5HNJ34}

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

4 papers in Pith

Online LLM Selection via Constrained Bandits with Time-Varying Demand

Pythia: A Suite for Analyzing Large Language Models Across Training and Scaling

Learning Project-wise Subsequent Code Edits via Interleaving Neural-based Induction and Tool-based Deduction

Can We Trust a Black-box LLM? LLM Untrustworthy Boundary Detection via Bias-Diffusion and Multi-Agent Reinforcement Learning

Receipt and verification

First computed	2026-07-05T02:04:04.499860Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3a0c4f99c7de95da1121c96c3e9da9df2d2a7c13668e034f9ee63362e3f84519

Aliases

arxiv: 1910.14659 · arxiv_version: 1910.14659v3 · doi: 10.48550/arxiv.1910.14659 · pith_short_12: HIGE7GOH32K5 · pith_short_16: HIGE7GOH32K5UEJB · pith_short_8: HIGE7GOH

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/HIGE7GOH32K5UEJBZFWD5HNJ34 \
  | 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: 3a0c4f99c7de95da1121c96c3e9da9df2d2a7c13668e034f9ee63362e3f84519

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "421881c0ada7895d55056af941c5cbb2b004371c2ac781264ca479d0b7d5d779",
    "cross_cats_sorted": [
      "cs.LG",
      "eess.AS",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2019-10-31T17:51:21Z",
    "title_canon_sha256": "a96dd03b27e0f4d65a67935d17121ef7ab955503be06b02463c84d2f0c97f009"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1910.14659",
    "kind": "arxiv",
    "version": 3
  }
}