Pith Number

pith:C6647QZN

pith:2025:C6647QZN5PZ2VKXE2DA55GQHCS

not attested not anchored not stored refs pending

DICE: Dynamic In-Context Example Selection in LLM Agents via Efficient Knowledge Transfer

Julian McAuley, Junda Wu, Lina Yao, Ruoyu Wang, Ryan A. Rossi, Tong Yu, Yu Xia

arxiv:2507.23554 v1 · 2025-07-31 · 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{C6647QZN5PZ2VKXE2DA55GQHCS}

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

OLIVIA: Online Learning via Inference-time Action Adaptation for Decision Making in LLM ReAct Agents

Skill-CMIB: Multimodal Agent Skill for Consistent Action via Conditional Multimodal Information Bottleneck

Generate, Filter, Control, Replay: A Comprehensive Survey of Rollout Strategies for LLM Reinforcement Learning

Receipt and verification

First computed	2026-07-05T11:46:26.793944Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

17bdcfc32debf3aaaae4d0c1de9a0714bca73069a79d0ce8d15de5a433a17f6d

Aliases

arxiv: 2507.23554 · arxiv_version: 2507.23554v1 · doi: 10.48550/arxiv.2507.23554 · pith_short_12: C6647QZN5PZ2 · pith_short_16: C6647QZN5PZ2VKXE · pith_short_8: C6647QZN

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/C6647QZN5PZ2VKXE2DA55GQHCS \
  | 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: 17bdcfc32debf3aaaae4d0c1de9a0714bca73069a79d0ce8d15de5a433a17f6d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9755510ab52065ae804667c5f9be9ca5bdd98564ab20b1480c97b27968e1047d",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-07-31T13:42:14Z",
    "title_canon_sha256": "1038df6a06b8421c0688ed0ebb39b543e707c80d532b7fd329d922a3956e7568"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.23554",
    "kind": "arxiv",
    "version": 1
  }
}