Pith Number

pith:CMIKR6YV

pith:2025:CMIKR6YVIEDN62KRVXALSPMXXW

not attested not anchored not stored refs pending

REVA: Supporting LLM-Generated Programming Feedback Validation at Scale Through User Attention-based Adaptation

Sam Wong, Xiaohang Tang, Yalong Yang, Yan Chen, Zicheng He

arxiv:2507.11470 v1 · 2025-07-15 · 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{CMIKR6YVIEDN62KRVXALSPMXXW}

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.

Receipt and verification

First computed	2026-07-05T11:37:39.771678Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1310a8fb154106df6951adc0b93d97bd9fed699850c6b8b9af784832f3471fe2

Aliases

arxiv: 2507.11470 · arxiv_version: 2507.11470v1 · doi: 10.48550/arxiv.2507.11470 · pith_short_12: CMIKR6YVIEDN · pith_short_16: CMIKR6YVIEDN62KR · pith_short_8: CMIKR6YV

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/CMIKR6YVIEDN62KRVXALSPMXXW \
  | 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: 1310a8fb154106df6951adc0b93d97bd9fed699850c6b8b9af784832f3471fe2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b9043022111fa2c6e852908c4fbf116d95b7dc242f7ad9e8e172d77967c263c6",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.HC",
    "submitted_at": "2025-07-15T16:41:29Z",
    "title_canon_sha256": "738620b38d7379c58cf550d3b843da3c1453fcc373000c0f9155f786fe4a4c18"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.11470",
    "kind": "arxiv",
    "version": 1
  }
}