Pith Number

pith:FMM2PHS7

pith:2026:FMM2PHS7XWALS7MNAKFSQ3KDJ4

not attested not anchored not stored refs pending

Micro-Macro Retrieval: Reducing Long-Form Hallucination in Large Language Models

Alan Zhao, Jian Li, Pengfei Xu, Xiaohui Zhou, Xiao-Ming Wu, Xiaoyu Li, Xi Chen, Yujia Zhang, Yujie Feng, Zhihan Zhou

arxiv:2605.28828 v1 · 2026-04-10 · cs.CL · 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{FMM2PHS7XWALS7MNAKFSQ3KDJ4}

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	2026-05-29T00:04:13.180885Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2b19a79e5fbd80b97d8d028b286d434f2d63bb5380e681e2c9521bf25381e0b2

Aliases

arxiv: 2605.28828 · arxiv_version: 2605.28828v1 · doi: 10.48550/arxiv.2605.28828 · pith_short_12: FMM2PHS7XWAL · pith_short_16: FMM2PHS7XWALS7MN · pith_short_8: FMM2PHS7

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/FMM2PHS7XWALS7MNAKFSQ3KDJ4 \
  | 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: 2b19a79e5fbd80b97d8d028b286d434f2d63bb5380e681e2c9521bf25381e0b2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2b26951e6e8bb602d7c2c0e6381011da49cb930b5367530cc806808d8d8c2b61",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2026-04-10T05:49:19Z",
    "title_canon_sha256": "9559a8972ffba522827949b51404c830064675727e0ef7583baf4783fd38b95d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.28828",
    "kind": "arxiv",
    "version": 1
  }
}