Pith Number

pith:VZEGIIA3

pith:2025:VZEGIIA33PU4DWQEQ5GLYELDGB

not attested not anchored not stored refs pending

Case-Based Reasoning Enhances the Predictive Power of LLMs in Drug-Drug Interaction

Guangyi Liu, Quanming Yao, Xunyuan Liu, Yongqi Zhang

arxiv:2505.23034 v1 · 2025-05-29 · cs.AI · cs.LG

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\usepackage{pith}
\pithnumber{VZEGIIA33PU4DWQEQ5GLYELDGB}

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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

3 papers in Pith

MARD: Mirror-Augmented Reasoning Distillation for Mechanism-Level Drug-Drug Interaction Prediction

DDIAgents: Mechanism-Conditioned Context Flow for Drug-Drug Interaction Prediction

CASCADE: Case-Based Continual Adaptation for Large Language Models During Deployment

Receipt and verification

First computed	2026-07-05T11:11:53.981390Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ae4864201bdbe9c1da04874cbc1163306729addd7ea3c9686c3f140b2fa34e42

Aliases

arxiv: 2505.23034 · arxiv_version: 2505.23034v1 · doi: 10.48550/arxiv.2505.23034 · pith_short_12: VZEGIIA33PU4 · pith_short_16: VZEGIIA33PU4DWQE · pith_short_8: VZEGIIA3

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/VZEGIIA33PU4DWQEQ5GLYELDGB \
  | 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: ae4864201bdbe9c1da04874cbc1163306729addd7ea3c9686c3f140b2fa34e42

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0b432083cd3b036b018d1d7353aac7f476dcf2691b61d875a11d53abb0a3f34e",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-05-29T03:20:53Z",
    "title_canon_sha256": "53d213a05c9a7a1510970a48d22cb8ac657b9aafd209daaa40ad61b84db5eb1a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.23034",
    "kind": "arxiv",
    "version": 1
  }
}