Pith Number

pith:QWSG2QDF

pith:2024:QWSG2QDFW3RZ6TEEHUUEWVOS34

not attested not anchored not stored refs pending

The RealHumanEval: Evaluating Large Language Models' Abilities to Support Programmers

Ameet Talwalkar, David Sontag, Dennis Wei, Hussein Mozannar, Manish Nagireddy, Mohammed Alsobay, Prasanna Sattigeri, Sebastian Zhao, Subhro Das, Valerie Chen

arxiv:2404.02806 v2 · 2024-04-03 · cs.SE · cs.AI · cs.HC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{QWSG2QDFW3RZ6TEEHUUEWVOS34}

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

3 papers in Pith

Synthetic Hallucinations, Real Gains: Hard Negatives from Frontier Models for FIM Hallucination Mitigation

Can You Make It Sound Like You? Post-Editing LLM-Generated Text for Personal Style

RECAP: An End-to-End Platform for Capturing, Replaying, and Analyzing AI-Assisted Programming Interactions

Receipt and verification

First computed	2026-07-05T09:20:22.990062Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

85a46d4065b6e39f4c843d284b55d2df11c2dfb810a1c7fb45e27716f16e3a0c

Aliases

arxiv: 2404.02806 · arxiv_version: 2404.02806v2 · doi: 10.48550/arxiv.2404.02806 · pith_short_12: QWSG2QDFW3RZ · pith_short_16: QWSG2QDFW3RZ6TEE · pith_short_8: QWSG2QDF

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/QWSG2QDFW3RZ6TEEHUUEWVOS34 \
  | 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: 85a46d4065b6e39f4c843d284b55d2df11c2dfb810a1c7fb45e27716f16e3a0c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "dbfff54e1a8be133f00c477dce03ea9d62a4ab6e425fb4848029a28b456f9745",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.HC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2024-04-03T15:20:57Z",
    "title_canon_sha256": "e457bb4d9d736e3516b141eb50095d6d985eb9602786e9688b58ab4d01a9bb6f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2404.02806",
    "kind": "arxiv",
    "version": 2
  }
}