pith. sign in
Pith Number

pith:4PNJNER4

pith:2026:4PNJNER4YCYETMJVXIJG5SXDP4
not attested not anchored not stored refs pending

FlowRAG: Synergizing Explicit Reasoning via Frequency-Aware Multi-Granularity Graph Flow

Bihao Zhan, Bo Zhang, Jie Zhou, Liang He, Zongsheng Cao

arxiv:2606.17856 v1 · 2026-06-16 · cs.AI

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{4PNJNER4YCYETMJVXIJG5SXDP4}

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 2026-06-19T16:10:41.695259Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

e3da96923cc0b049b135ba126ecae37f2eef686bafc9e5a5eab80988c38f2948

Aliases

arxiv: 2606.17856 · arxiv_version: 2606.17856v1 · doi: 10.48550/arxiv.2606.17856 · pith_short_12: 4PNJNER4YCYE · pith_short_16: 4PNJNER4YCYETMJV · pith_short_8: 4PNJNER4
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/4PNJNER4YCYETMJVXIJG5SXDP4 \
  | 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: e3da96923cc0b049b135ba126ecae37f2eef686bafc9e5a5eab80988c38f2948
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "4fb1296173c70aae76e35e5425168076a48ec680ea964fbb817992c7584a31bf",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2026-06-16T12:28:14Z",
    "title_canon_sha256": "14897e26cc4d02f3f7fc6da498b060e4dd99be3158e2887547361bb1a4a9449f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.17856",
    "kind": "arxiv",
    "version": 1
  }
}