Pith Number

pith:QVIAXIJ7

pith:2025:QVIAXIJ75WBA3WNFUTSR5YXIE5

not attested not anchored not stored refs pending

Building Specialized Software-Assistant ChatBot with Graph-Based Retrieval-Augmented Generation

Antoine Gillon, Jean De Bodinat, Mohammed Hilel, Reda Sarehane, Yannis Karmim

arxiv:2511.05297 v2 · 2025-11-07 · cs.SE · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{QVIAXIJ75WBA3WNFUTSR5YXIE5}

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	2026-05-20T00:00:27.436251Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

85500ba13fed820dd9a5a4e51ee2e82747faf4c823ebbcf120cf61c09820a88f

Aliases

arxiv: 2511.05297 · arxiv_version: 2511.05297v2 · doi: 10.48550/arxiv.2511.05297 · pith_short_12: QVIAXIJ75WBA · pith_short_16: QVIAXIJ75WBA3WNF · pith_short_8: QVIAXIJ7

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/QVIAXIJ75WBA3WNFUTSR5YXIE5 \
  | 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: 85500ba13fed820dd9a5a4e51ee2e82747faf4c823ebbcf120cf61c09820a88f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b0d603855e67aee946bb825cdda4603cebce7ba25a1e6b285077bbb3d74bbdfb",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2025-11-07T14:56:45Z",
    "title_canon_sha256": "604323134130503a4405c2d4b8f1dbcf7370d703986145fe3112d254e97f8edf"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2511.05297",
    "kind": "arxiv",
    "version": 2
  }
}