Pith Number

pith:NKDUKDBY

pith:2024:NKDUKDBYJLR6WYISWTTXMXBHVI

not attested not anchored not stored refs pending

Evidence Contextualization and Counterfactual Attribution for Conversational QA over Heterogeneous Data with RAG Systems

Andreas Foltyn, Chris Hinze, Fabian Kuech, Joel Schlotthauer, Luzian Hahn, Rishiraj Saha Roy

arxiv:2412.10571 v3 · 2024-12-13 · cs.CL · cs.IR

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{NKDUKDBYJLR6WYISWTTXMXBHVI}

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

What Would Fix This RAG Failure? Auditing Counterfactual Response with Paired Evidence Interventions

Receipt and verification

First computed	2026-07-05T09:53:08.814301Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6a87450c384ae3eb6112b4e7765c27aa28356ca23f0c38f7f76c4b74eda65fc3

Aliases

arxiv: 2412.10571 · arxiv_version: 2412.10571v3 · doi: 10.48550/arxiv.2412.10571 · pith_short_12: NKDUKDBYJLR6 · pith_short_16: NKDUKDBYJLR6WYIS · pith_short_8: NKDUKDBY

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/NKDUKDBYJLR6WYISWTTXMXBHVI \
  | 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: 6a87450c384ae3eb6112b4e7765c27aa28356ca23f0c38f7f76c4b74eda65fc3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "25d631250c1b743ef022be8ab058c069069b8f848b642c63dbdd1b0a90c7c16a",
    "cross_cats_sorted": [
      "cs.IR"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-12-13T21:28:17Z",
    "title_canon_sha256": "635531ac190dc00c64dd80eaf449f60ae054e89fb9f7ded17114f49570670268"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.10571",
    "kind": "arxiv",
    "version": 3
  }
}