Pith Number

pith:F2AORO5Q

pith:2017:F2AORO5QWFCUQMIVJYB3HO6KGB

not attested not anchored not stored refs pending

RobustFill: Neural Program Learning under Noisy I/O

Abdel-rahman Mohamed, Jacob Devlin, Jonathan Uesato, Pushmeet Kohli, Rishabh Singh, Surya Bhupatiraju

arxiv:1703.07469 v1 · 2017-03-21 · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{F2AORO5QWFCUQMIVJYB3HO6KGB}

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

Show Your Work: Scratchpads for Intermediate Computation with Language Models

Receipt and verification

First computed	2026-05-18T00:48:08.736266Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2e80e8bbb0b1454831154e03b3bbca3055f547c21d781966b7df7f150c261eda

Aliases

arxiv: 1703.07469 · arxiv_version: 1703.07469v1 · doi: 10.48550/arxiv.1703.07469 · pith_short_12: F2AORO5QWFCU · pith_short_16: F2AORO5QWFCUQMIV · pith_short_8: F2AORO5Q

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/F2AORO5QWFCUQMIVJYB3HO6KGB \
  | 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: 2e80e8bbb0b1454831154e03b3bbca3055f547c21d781966b7df7f150c261eda

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d387cd0d6b3ec947c728c5039ea0f4fc13cbd747f056c50ac42f7ee4b6cacbd3",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2017-03-21T23:29:47Z",
    "title_canon_sha256": "f9504d27a8247d3910ab7219a95f5dfa15a67a7ae5de515297c95f7440931a4c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1703.07469",
    "kind": "arxiv",
    "version": 1
  }
}