Pith Number

pith:BPKIV763

pith:2024:BPKIV763ONL7IR6F7MO6GNUCHB

not attested not anchored not stored refs pending

LLMs Will Always Hallucinate, and We Need to Live With This

Ayushi Agarwal, Saloni Singla, Sourav Banerjee

arxiv:2409.05746 v1 · 2024-09-09 · stat.ML · 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{BPKIV763ONL7IR6F7MO6GNUCHB}

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

8 papers in Pith

Prompt Compression via Activation Aggregation

LLM Self-Recognition: Steering and Retrieving Activation Signatures

Hallucinations are inevitable but can be made statistically negligible

Lost in Cultural Translation: Do LLMs Struggle with Math Across Cultural Contexts?

MOSAIC: Multi-agent Orchestration for Task-Intelligent Scientific Coding

Receipt and verification

First computed	2026-07-05T09:04:53.552154Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0bd48affdb7357f447c5fb1de3368238549597f37d3f036f0da7d7b54c0ab979

Aliases

arxiv: 2409.05746 · arxiv_version: 2409.05746v1 · doi: 10.48550/arxiv.2409.05746 · pith_short_12: BPKIV763ONL7 · pith_short_16: BPKIV763ONL7IR6F · pith_short_8: BPKIV763

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/BPKIV763ONL7IR6F7MO6GNUCHB \
  | 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: 0bd48affdb7357f447c5fb1de3368238549597f37d3f036f0da7d7b54c0ab979

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7fda91437ca51ae3f5b8c47a93d3dc4642556543779f4b6372101476bb5d3526",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2024-09-09T16:01:58Z",
    "title_canon_sha256": "e6224c6a2b5571539d01ac381212fc08cca9117c38cf9ec5e5b21ab383b7c642"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2409.05746",
    "kind": "arxiv",
    "version": 1
  }
}