Pith Number

pith:JPDZE3F4

pith:2017:JPDZE3F4QXQSGRTNAXUL23ESPJ

not attested not anchored not stored refs pending

Learning to Represent Programs with Graphs

Mahmoud Khademi, Marc Brockschmidt, Miltiadis Allamanis

arxiv:1711.00740 v3 · 2017-11-01 · cs.LG · cs.AI · cs.PL · cs.SE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{JPDZE3F4QXQSGRTNAXUL23ESPJ}

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

7 papers in Pith

Learning Blended, Precise Semantic Program Embeddings

MileStone: A Multi-Objective Compiler Phase Ordering Framework for Graph-based IR-Level Optimization

Exploring Code Analysis: Zero-Shot Insights on Syntax and Semantics with LLMs

CodePori: Large-Scale System for Autonomous Software Development Using Multi-Agent Technology

CodeXGLUE: A Machine Learning Benchmark Dataset for Code Understanding and Generation

Receipt and verification

First computed	2026-05-18T00:16:44.711872Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4bc7926cbc85e123466d05e8bd6c927a74e09bb9d41f87f12c1c393188d1fb98

Aliases

arxiv: 1711.00740 · arxiv_version: 1711.00740v3 · doi: 10.48550/arxiv.1711.00740 · pith_short_12: JPDZE3F4QXQS · pith_short_16: JPDZE3F4QXQSGRTN · pith_short_8: JPDZE3F4

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/JPDZE3F4QXQSGRTNAXUL23ESPJ \
  | 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: 4bc7926cbc85e123466d05e8bd6c927a74e09bb9d41f87f12c1c393188d1fb98

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5fefac26894355b93ae017177532e02b0427c81d143c51f2b51b930b6d0425a5",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.PL",
      "cs.SE"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2017-11-01T09:48:06Z",
    "title_canon_sha256": "564b22c1e0ea4d8c6eb6fdd20f950812a5505b5841075c970b5d42d4297dc8bc"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1711.00740",
    "kind": "arxiv",
    "version": 3
  }
}