Pith Number

pith:UTR4E26Q

pith:2024:UTR4E26Q25G7KIR67O57KSJXTN

not attested not anchored not stored refs pending

Large Language Models in Fire Engineering: An Examination of Technical Questions Against Domain Knowledge

Haley Hostetter, John Gales, M.Z. Naser, Xinyan Huang

arxiv:2403.04795 v1 · 2024-03-04 · cs.CL · cs.AI · 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{UTR4E26Q25G7KIR67O57KSJXTN}

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

LLMs as World Models: Data-Driven and Human-Centered Pre-Event Simulation for Disaster Impact Assessment

Receipt and verification

First computed	2026-07-05T07:53:34.509349Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a4e3c26bd0d74df5223efbbbf549379b57d76f03af010c8e4dcfd6f907e086dd

Aliases

arxiv: 2403.04795 · arxiv_version: 2403.04795v1 · doi: 10.48550/arxiv.2403.04795 · pith_short_12: UTR4E26Q25G7 · pith_short_16: UTR4E26Q25G7KIR6 · pith_short_8: UTR4E26Q

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/UTR4E26Q25G7KIR67O57KSJXTN \
  | 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: a4e3c26bd0d74df5223efbbbf549379b57d76f03af010c8e4dcfd6f907e086dd

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "60efc4868f0f7cd14a2fa7b3d3a35d314895e6059990d1d4adc1adbff0152053",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-03-04T16:18:36Z",
    "title_canon_sha256": "a30dff1f2db016fcb6efadb3d6cd96272fe697cef439a8cee641897611aed060"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2403.04795",
    "kind": "arxiv",
    "version": 1
  }
}