Pith Number

pith:MLRRJJAH

pith:2024:MLRRJJAHWTZCWEJ5CUW3ZC25GL

not attested not anchored not stored refs pending

SEE: Strategic Exploration and Exploitation for Cohesive In-Context Prompt Optimization

Bradley Malin, Damien Lopez, Hao Sun, Jiaxin Zhang, Kamalika Das, Sricharan Kumar, Wendi Cui, Zhuohang Li

arxiv:2402.11347 v2 · 2024-02-17 · 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{MLRRJJAHWTZCWEJ5CUW3ZC25GL}

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

FitText: Evolving Agent Tool Ecologies via Memetic Retrieval

Prompt-Unknown Promotion Attacks against LLM-based Sequential Recommender Systems

FitText: Evolving Agent Tool Ecologies via Memetic Retrieval

Receipt and verification

First computed	2026-07-05T11:35:48.804658Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

62e314a407b4f22b113d152dbc8b5d32f4a186d5c0c8f99e538558b1e99531b2

Aliases

arxiv: 2402.11347 · arxiv_version: 2402.11347v2 · doi: 10.48550/arxiv.2402.11347 · pith_short_12: MLRRJJAHWTZC · pith_short_16: MLRRJJAHWTZCWEJ5 · pith_short_8: MLRRJJAH

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/MLRRJJAHWTZCWEJ5CUW3ZC25GL \
  | 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: 62e314a407b4f22b113d152dbc8b5d32f4a186d5c0c8f99e538558b1e99531b2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8cc7f6d517558d8a0fba193b58139f087bd7e368be4b1c62064535843e1025eb",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-02-17T17:47:10Z",
    "title_canon_sha256": "991702564e3c50f97dd5025486f22eab9610c697bcc5f68d70b6072cc27cdcb9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.11347",
    "kind": "arxiv",
    "version": 2
  }
}