Pith Number

pith:34UV2FHM

pith:2025:34UV2FHMBGYCPUJRXSXGSFVCHY

not attested not anchored not stored refs pending

Mindscape-Aware Retrieval Augmented Generation for Improved Long Context Understanding

Jiangnan Li, Jie Zhou, Junjie Wu, Mo Yu, Weiping Wang, Yuqing Li, Zheng Lin, Ziyan Zhou

arxiv:2512.17220 v2 · 2025-12-19 · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{34UV2FHMBGYCPUJRXSXGSFVCHY}

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

2 papers in Pith

MiA-Signature: Approximating Global Activation for Long-Context Understanding

Beyond Semantic Relevance: Counterfactual Risk Minimization for Robust Retrieval-Augmented Generation

Receipt and verification

First computed	2026-05-29T01:05:00.183741Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

df295d14ec09b027d131bcae6916a23e2d9a07439eb0aaddfa17655d32d9b0d5

Aliases

arxiv: 2512.17220 · arxiv_version: 2512.17220v2 · doi: 10.48550/arxiv.2512.17220 · pith_short_12: 34UV2FHMBGYC · pith_short_16: 34UV2FHMBGYCPUJR · pith_short_8: 34UV2FHM

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/34UV2FHMBGYCPUJRXSXGSFVCHY \
  | 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: df295d14ec09b027d131bcae6916a23e2d9a07439eb0aaddfa17655d32d9b0d5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "46244dcbace251756159a4931dc94fc7d5afcebc42aa66621e946ecb573da587",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-12-19T04:08:29Z",
    "title_canon_sha256": "1566ac09e82fe08cc844b2822bbf2a5f434635f92fb3c65268d3b1522a5c56a3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2512.17220",
    "kind": "arxiv",
    "version": 2
  }
}