Pith Number

pith:O7IQE3Q4

pith:2025:O7IQE3Q4TPAMBUPJG5SEL6MKPE

not attested not anchored not stored refs pending

HalluField: Detecting LLM Hallucinations via Field-Theoretic Modeling

Brian K. Tran, Geigh Zollicoffer, Manish Bhattarai, Minh Vu, Nhat Hoang-Xuan, Syed A. Shah

arxiv:2509.10753 v1 · 2025-09-12 · cs.LG · 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{O7IQE3Q4TPAMBUPJG5SEL6MKPE}

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

The Surprising Universality of LLM Outputs: A Real-Time Verification Primitive

Receipt and verification

First computed	2026-07-05T12:11:27.427793Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

77d1026e1c9bc0c0d1e9376445f98a7939f5edccddb1b91cce9a0de8b2d97213

Aliases

arxiv: 2509.10753 · arxiv_version: 2509.10753v1 · doi: 10.48550/arxiv.2509.10753 · pith_short_12: O7IQE3Q4TPAM · pith_short_16: O7IQE3Q4TPAMBUPJ · pith_short_8: O7IQE3Q4

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/O7IQE3Q4TPAMBUPJG5SEL6MKPE \
  | 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: 77d1026e1c9bc0c0d1e9376445f98a7939f5edccddb1b91cce9a0de8b2d97213

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3b722a8c02b8abe4684ad2cf0ee30a51a247c880edc77ce5c994d1f26bbb5cc2",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-09-12T23:49:52Z",
    "title_canon_sha256": "a57d05446716ee214f714cb4ba2e938237f341c0512ad2ce8020c459719b5242"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2509.10753",
    "kind": "arxiv",
    "version": 1
  }
}