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Pith Number

pith:L2JTGLQI

pith:2023:L2JTGLQIR23SOXPQWAQU6UHMTY
not attested not anchored not stored refs pending

A Survey of Large Language Models for Code: Evolution, Benchmarking, and Future Trends

Dewu Zheng, Jiachi Chen, Jingwen Zhang, Kaiwen Ning, Mingxi Ye, Yanlin Wang, Zibin Zheng

arxiv:2311.10372 v2 · 2023-11-17 · cs.SE

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\usepackage{pith}
\pithnumber{L2JTGLQIR23SOXPQWAQU6UHMTY}

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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

17 papers in Pith

Receipt and verification
First computed 2026-07-05T07:30:56.762104Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

5e93332e088eb7275df0b0214f50ec9e395ebbfd893ed73051d6eeb5253f6366

Aliases

arxiv: 2311.10372 · arxiv_version: 2311.10372v2 · doi: 10.48550/arxiv.2311.10372 · pith_short_12: L2JTGLQIR23S · pith_short_16: L2JTGLQIR23SOXPQ · pith_short_8: L2JTGLQI
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/L2JTGLQIR23SOXPQWAQU6UHMTY \
  | 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: 5e93332e088eb7275df0b0214f50ec9e395ebbfd893ed73051d6eeb5253f6366
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "c1cbb2931666431970832c9d3a380509c94d381c117b7c2c5607103d5d0b2885",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2023-11-17T07:55:16Z",
    "title_canon_sha256": "660466775c0fe4b036c55c1b9ada0367b99ab8072fa6a3fb9c97acdb83666530"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2311.10372",
    "kind": "arxiv",
    "version": 2
  }
}