Pith Number

pith:4U3FE7DW

pith:2025:4U3FE7DWIYOMU2CA4YSL5WOCSS

not attested not anchored not stored refs pending

Recommending Actionable Strategies: A Semantic Approach to Integrating Analytical Frameworks with Decision Heuristics

Giovanni Battista Raggi, Marco Pedroni, Remo Pareschi, Renato Ghisellini

arxiv:2501.14634 v1 · 2025-01-24 · 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{4U3FE7DWIYOMU2CA4YSL5WOCSS}

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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

Retrieval Augmented Decision-Making: A Requirements-Driven, Multi-Criteria Framework for Structured Decision Support

Receipt and verification

First computed	2026-07-05T10:27:24.087507Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e536527c76461cca6840e624bed9c294a10f0f2c7ec9bd0c1f87d34152587c9d

Aliases

arxiv: 2501.14634 · arxiv_version: 2501.14634v1 · doi: 10.48550/arxiv.2501.14634 · pith_short_12: 4U3FE7DWIYOM · pith_short_16: 4U3FE7DWIYOMU2CA · pith_short_8: 4U3FE7DW

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/4U3FE7DWIYOMU2CA4YSL5WOCSS \
  | 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: e536527c76461cca6840e624bed9c294a10f0f2c7ec9bd0c1f87d34152587c9d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "dc7a549ae16008ae574919039e20f5029a65f69044c5d939d9881c903350f69c",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-01-24T16:53:37Z",
    "title_canon_sha256": "0ca485a8eba65dc2f6be496be3ac7e183d4cc507a42de8879a86e81c4832235a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.14634",
    "kind": "arxiv",
    "version": 1
  }
}