Pith Number

pith:U64RGQBE

pith:2025:U64RGQBEXR2EF44KWZ2L3KOCGC

not attested not anchored not stored refs pending

LLM Agents for Bargaining with Utility-based Feedback

Jihwan Oh

arxiv:2505.22998 v2 · 2025-05-29 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{U64RGQBEXR2EF44KWZ2L3KOCGC}

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

AttnTrace: Contextual Attribution of Prompt Injection and Knowledge Corruption

Receipt and verification

First computed	2026-07-05T11:36:32.376530Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a7b9134024bc7442f38ab674bda9c230a64d1ba0a89751697e80c17e2bf19c4a

Aliases

arxiv: 2505.22998 · arxiv_version: 2505.22998v2 · doi: 10.48550/arxiv.2505.22998 · pith_short_12: U64RGQBEXR2E · pith_short_16: U64RGQBEXR2EF44K · pith_short_8: U64RGQBE

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/U64RGQBEXR2EF44KWZ2L3KOCGC \
  | 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: a7b9134024bc7442f38ab674bda9c230a64d1ba0a89751697e80c17e2bf19c4a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2b104eaada19cec50d54512dff4686ecd4fa9e9497f9b02bedd74518693ded79",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-05-29T02:07:27Z",
    "title_canon_sha256": "f5d87a0a037f453495875e9921926fadd710a46da4f0db4d3df0fe389a96edcb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.22998",
    "kind": "arxiv",
    "version": 2
  }
}