Pith Number

pith:TPHHUFJO

pith:2025:TPHHUFJOMFSDWSP55NEJFTTCSQ

not attested not anchored not stored refs pending

CDF-RAG: Causal Dynamic Feedback for Adaptive Retrieval-Augmented Generation

Amir M. Rahmani, Elahe Khatibi, Ziyu Wang

arxiv:2504.12560 v1 · 2025-04-17 · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{TPHHUFJOMFSDWSP55NEJFTTCSQ}

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

2 papers in Pith

CARE-ECG: Causal Agent-based Reasoning for Explainable and Counterfactual ECG Interpretation

PerCaM-Health: Personalized Dynamic Causal Graphs for Healthcare Reasoning

Receipt and verification

First computed	2026-07-05T10:50:18.351646Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9bce7a152e61643b49fdeb4892ce62940012cb573ede05b50ce286236d01cdca

Aliases

arxiv: 2504.12560 · arxiv_version: 2504.12560v1 · doi: 10.48550/arxiv.2504.12560 · pith_short_12: TPHHUFJOMFSD · pith_short_16: TPHHUFJOMFSDWSP5 · pith_short_8: TPHHUFJO

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/TPHHUFJOMFSDWSP55NEJFTTCSQ \
  | 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: 9bce7a152e61643b49fdeb4892ce62940012cb573ede05b50ce286236d01cdca

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "fe77d57ec5391402067b6f90fd8efd80f3dd7da16fa9c73292c8a8be4f2567ab",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-04-17T01:15:13Z",
    "title_canon_sha256": "4b048b79d3cbd0aca4cc757dc06ea03aa0f8e30fc713a5b1173d3413ec52b08a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.12560",
    "kind": "arxiv",
    "version": 1
  }
}