Pith Number

pith:7Y5E5DDV

pith:2025:7Y5E5DDVFWGB472VV6OTFM7CEY

not attested not anchored not stored refs pending

Can Large Language Models Understand Intermediate Representations in Compilers?

Bo Fang, Hailong Jiang, Hongyu Zhang, Jianfeng Zhu, Qiang Guan, Ruoming Jin, Yao Wan

arxiv:2502.06854 v2 · 2025-02-07 · cs.LG · cs.AI · cs.CL

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\usepackage{pith}
\pithnumber{7Y5E5DDVFWGB472VV6OTFM7CEY}

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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

1 paper in Pith

LLM Translation of Compiler Intermediate Representation

Receipt and verification

First computed	2026-07-05T11:16:31.804506Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

fe3a4e8c752d8c1e7f55af9d32b3e226265c6769c82d316c095e462d12cf554d

Aliases

arxiv: 2502.06854 · arxiv_version: 2502.06854v2 · doi: 10.48550/arxiv.2502.06854 · pith_short_12: 7Y5E5DDVFWGB · pith_short_16: 7Y5E5DDVFWGB472V · pith_short_8: 7Y5E5DDV

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/7Y5E5DDVFWGB472VV6OTFM7CEY \
  | 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: fe3a4e8c752d8c1e7f55af9d32b3e226265c6769c82d316c095e462d12cf554d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d1dd6d915750ef5d87843240e93c1ad88937665c4a3865dcad9e4e20a1f1f71e",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-02-07T17:23:48Z",
    "title_canon_sha256": "ba694fbe39bb4073c60233aaf222e4d7abc16a18056a461be5c356c353609f5d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.06854",
    "kind": "arxiv",
    "version": 2
  }
}