Pith Number

pith:53FIGS3V

pith:2025:53FIGS3VCZ7NWB3ZRH2OFO3AGJ

not attested not anchored not stored refs pending

SUGAR: Leveraging Contextual Confidence for Smarter Retrieval

Hanna Zubkova, Ji-Hoon Park, Seong-Whan Lee

arxiv:2501.04899 v1 · 2025-01-09 · 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{53FIGS3VCZ7NWB3ZRH2OFO3AGJ}

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

4 papers in Pith

When Confidence Takes the Wrong Path: Diagnosing Retrieval-State Lock-In in RAG

Hybrid Adversarial Defence for Natural Language Understanding Tasks

SAAS: Self-Aware Reinforcement Learning for Over-Search Mitigation in Agentic Search

HiPRAG: Hierarchical Process Rewards for Efficient Agentic Retrieval Augmented Generation

Receipt and verification

First computed	2026-07-05T09:58:48.203025Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

eeca834b75167edb077989f4e2bb6032509ccf1bf6983fa84aa86f211c553fce

Aliases

arxiv: 2501.04899 · arxiv_version: 2501.04899v1 · doi: 10.48550/arxiv.2501.04899 · pith_short_12: 53FIGS3VCZ7N · pith_short_16: 53FIGS3VCZ7NWB3Z · pith_short_8: 53FIGS3V

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/53FIGS3VCZ7NWB3ZRH2OFO3AGJ \
  | 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: eeca834b75167edb077989f4e2bb6032509ccf1bf6983fa84aa86f211c553fce

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9deea0737746c43b72e2d81e2d669965164be0dd2a0687a3a49b71aa7fe65a17",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-01-09T01:24:59Z",
    "title_canon_sha256": "a46030cdbbaecb24ca23b4172d5c175ce387404b1b4db16ddb1111c3438e9e9b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.04899",
    "kind": "arxiv",
    "version": 1
  }
}