Pith Number

pith:X76GD2BH

pith:2023:X76GD2BH67WEUAKIJNIQXO3KDL

not attested not anchored not stored refs pending

The Troubling Emergence of Hallucination in Large Language Models -- An Extensive Definition, Quantification, and Prescriptive Remediations

Agnibh Pathak, Aman Chadha, Amitava Das, Amit P. Sheth, Anubhav Sarkar, S.M Towhidul Islam Tonmoy, Swagata Chakraborty, Vipula Rawte

arxiv:2310.04988 v2 · 2023-10-08 · 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{X76GD2BH67WEUAKIJNIQXO3KDL}

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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

2 papers in Pith

Hallucination is Inevitable: An Innate Limitation of Large Language Models

Steering Llama 2 via Contrastive Activation Addition

Receipt and verification

First computed	2026-07-05T07:03:31.842968Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bffc61e827f7ec4a01484b510bbb6a1ae85ba8ff3d7dba905d7928bf850ffe0c

Aliases

arxiv: 2310.04988 · arxiv_version: 2310.04988v2 · doi: 10.48550/arxiv.2310.04988 · pith_short_12: X76GD2BH67WE · pith_short_16: X76GD2BH67WEUAKI · pith_short_8: X76GD2BH

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/X76GD2BH67WEUAKIJNIQXO3KDL \
  | 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: bffc61e827f7ec4a01484b510bbb6a1ae85ba8ff3d7dba905d7928bf850ffe0c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b510e2b2b0e674da8d6f5765758ecc75b61655d504fb496d629e9b597ef3fa33",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2023-10-08T03:31:29Z",
    "title_canon_sha256": "98f09d391d89292cf14ec63ce3272a155dfcd086657c554b16def957be37250b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.04988",
    "kind": "arxiv",
    "version": 2
  }
}