pith. sign in
Pith Number

pith:FXL3IBJE

pith:2026:FXL3IBJEKKMQ7PDSQIIOT2W3HE
not attested not anchored not stored refs pending

Agent-as-Peer-Debriefer: A Multi-Agent Framework with Perspective-Based Refinement for Qualitative Analysis

Fan Bai, Jie Gao, Kun Cheng, Zhimin Lin

arxiv:2605.24600 v1 · 2026-05-23 · cs.AI

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{FXL3IBJEKKMQ7PDSQIIOT2W3HE}

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 2026-05-26T01:03:48.408238Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

2dd7b4052452990fbc728210e9eadb390ab832a1af704208a23fadacaf264a84

Aliases

arxiv: 2605.24600 · arxiv_version: 2605.24600v1 · doi: 10.48550/arxiv.2605.24600 · pith_short_12: FXL3IBJEKKMQ · pith_short_16: FXL3IBJEKKMQ7PDS · pith_short_8: FXL3IBJE
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/FXL3IBJEKKMQ7PDSQIIOT2W3HE \
  | 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: 2dd7b4052452990fbc728210e9eadb390ab832a1af704208a23fadacaf264a84
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "9726d04c436770a261c4f82ec4cc7180b1d01f0860e7810e5dfe507d449c1105",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2026-05-23T14:30:42Z",
    "title_canon_sha256": "15f88cc845476cb47fdf822e77310c27566d0e82e9bfbc81bcad8836bebb2a09"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.24600",
    "kind": "arxiv",
    "version": 1
  }
}