Pith Number

pith:ALB2MYQK

pith:2024:ALB2MYQKPB5R3RK6KXIWCWHRLL

not attested not anchored not stored refs pending

On the Limitations of Embedding Based Methods for Measuring Functional Correctness for Code Generation

Atharva Naik

arxiv:2405.01580 v1 · 2024-04-26 · cs.SE · 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{ALB2MYQKPB5R3RK6KXIWCWHRLL}

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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

CODE-DITING: A Reasoning-Based Metric for Functional Alignment in Code Evaluation

Receipt and verification

First computed	2026-07-05T08:14:58.389899Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

02c3a6620a787b1dc55e55d16158f15add27ba2c1be45604de98d7a385b6b764

Aliases

arxiv: 2405.01580 · arxiv_version: 2405.01580v1 · doi: 10.48550/arxiv.2405.01580 · pith_short_12: ALB2MYQKPB5R · pith_short_16: ALB2MYQKPB5R3RK6 · pith_short_8: ALB2MYQK

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/ALB2MYQKPB5R3RK6KXIWCWHRLL \
  | 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: 02c3a6620a787b1dc55e55d16158f15add27ba2c1be45604de98d7a385b6b764

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "61748d2dbca0a9377342d9de7c3db55c81c43dd0b4a6a7821b4d4bbb1404cf36",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2024-04-26T15:54:39Z",
    "title_canon_sha256": "01dfb9ac121d0e7777adccaae6b631d03709ea49fd71953bb0bf4fb82205e92c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.01580",
    "kind": "arxiv",
    "version": 1
  }
}