Pith Number

pith:ZCVZ5GW2

pith:2024:ZCVZ5GW2L7333MIXD2JSOBWV4R

not attested not anchored not stored refs pending

DeCoRe: Decoding by Contrasting Retrieval Heads to Mitigate Hallucinations

Ahmed Abdulaal, Amrutha Saseendran, Aryo Pradipta Gema, Beatrice Alex, Chen Jin, Pasquale Minervini, Philip Teare, Tom Diethe

arxiv:2410.18860 v1 · 2024-10-24 · 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{ZCVZ5GW2L7333MIXD2JSOBWV4R}

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

3 papers in Pith

Hallucinations as Orthogonal Noise: Inference-Time Manifold Alignment via Dynamic Contextual Orthogonalization

APCD: Adaptive Path-Contrastive Decoding for Reliable Large Language Model Generation

A Systematic Study of Training-Free Methods for Trustworthy Large Language Models

Receipt and verification

First computed	2026-07-05T09:25:14.450093Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c8ab9e9ada5ff7bdb1171e932706d5e477364f83a3b8f879562b53e3f0e541cf

Aliases

arxiv: 2410.18860 · arxiv_version: 2410.18860v1 · doi: 10.48550/arxiv.2410.18860 · pith_short_12: ZCVZ5GW2L733 · pith_short_16: ZCVZ5GW2L7333MIX · pith_short_8: ZCVZ5GW2

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/ZCVZ5GW2L7333MIXD2JSOBWV4R \
  | 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: c8ab9e9ada5ff7bdb1171e932706d5e477364f83a3b8f879562b53e3f0e541cf

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a2167e7a0bd588ae9aeb6dbf864a29965c530075761ca8e380fe70a7401e4b59",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-10-24T15:44:33Z",
    "title_canon_sha256": "e24cbe9b922b76509cacbb719fb5e49b25f061ea7379d2bc48b2686a17f67ee0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.18860",
    "kind": "arxiv",
    "version": 1
  }
}