Pith Number

pith:TYMWKV4Z

pith:2020:TYMWKV4ZH5Y3YKHIW6YFG2IXSJ

not attested not anchored not stored refs pending

Injecting Numerical Reasoning Skills into Language Models

Ankit Gupta, Jonathan Berant, Mor Geva

arxiv:2004.04487 v1 · 2020-04-09 · 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{TYMWKV4ZH5Y3YKHIW6YFG2IXSJ}

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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

2 papers in Pith

Inclusion-of-Thoughts: Mitigating Preference Instability via Purifying the Decision Space

Generalizing Numerical Reasoning in Table Data through Operation Sketches and Self-Supervised Learning

Receipt and verification

First computed	2026-07-05T00:54:08.558708Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9e196557993f71bc28e8b7b0536917924b08b9fb9a04c8563635a7290da3ef77

Aliases

arxiv: 2004.04487 · arxiv_version: 2004.04487v1 · doi: 10.48550/arxiv.2004.04487 · pith_short_12: TYMWKV4ZH5Y3 · pith_short_16: TYMWKV4ZH5Y3YKHI · pith_short_8: TYMWKV4Z

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/TYMWKV4ZH5Y3YKHIW6YFG2IXSJ \
  | 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: 9e196557993f71bc28e8b7b0536917924b08b9fb9a04c8563635a7290da3ef77

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1107f49f41bcee6874e5ff41e59cf79d21c48a211bfab6378cb97d143fcccd7c",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2020-04-09T11:14:56Z",
    "title_canon_sha256": "35bdaa53d5171edab504685568a65aefd70524e213dcb5f89f1d1a46e21ee03e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2004.04487",
    "kind": "arxiv",
    "version": 1
  }
}