Pith Number

pith:IWXVDN5L

pith:2024:IWXVDN5LE3OV3H5X3GP66SU53G

not attested not anchored not stored refs pending

Dynamic Few-Shot Learning for Knowledge Graph Question Answering

Andrea Zugarini, Jacopo D'Abramo, Paolo Torroni

arxiv:2407.01409 v1 · 2024-07-01 · 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{IWXVDN5LE3OV3H5X3GP66SU53G}

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

1 paper in Pith

Efficient and Transferable Agentic Knowledge Graph RAG via Reinforcement Learning

Receipt and verification

First computed	2026-07-05T08:38:47.594178Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

45af51b7ab26dd5d9fb7d99fef4a9dd9b6cd226b30cb330ad75191df850da3e3

Aliases

arxiv: 2407.01409 · arxiv_version: 2407.01409v1 · doi: 10.48550/arxiv.2407.01409 · pith_short_12: IWXVDN5LE3OV · pith_short_16: IWXVDN5LE3OV3H5X · pith_short_8: IWXVDN5L

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/IWXVDN5LE3OV3H5X3GP66SU53G \
  | 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: 45af51b7ab26dd5d9fb7d99fef4a9dd9b6cd226b30cb330ad75191df850da3e3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "70497f764f6415fd00de285e66e1ee23541f804f0599c96f04e368410d481b18",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-07-01T15:59:17Z",
    "title_canon_sha256": "fd6f5f8f3ef633b76a66054efb3e0de416abe8d95ba2743f9178462953558fea"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.01409",
    "kind": "arxiv",
    "version": 1
  }
}