Pith Number

pith:HNWMFK53

pith:2024:HNWMFK53PRYMHSLL2QUMU67BFE

not attested not anchored not stored refs pending

Creating an LLM-based AI-agent: A high-level methodology towards enhancing LLMs with APIs

Ioannis Tzachristas

arxiv:2412.13233 v2 · 2024-12-17 · cs.SE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{HNWMFK53PRYMHSLL2QUMU67BFE}

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

Guided Persona-based AI Surveys: Can we replicate personal mobility preferences at scale using LLMs?

Receipt and verification

First computed	2026-07-05T09:53:09.223262Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3b6cc2abbb7c70c3c96bd428ca7be1293a4da1b70fe5173b78bb4f24776dd8bf

Aliases

arxiv: 2412.13233 · arxiv_version: 2412.13233v2 · doi: 10.48550/arxiv.2412.13233 · pith_short_12: HNWMFK53PRYM · pith_short_16: HNWMFK53PRYMHSLL · pith_short_8: HNWMFK53

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/HNWMFK53PRYMHSLL2QUMU67BFE \
  | 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: 3b6cc2abbb7c70c3c96bd428ca7be1293a4da1b70fe5173b78bb4f24776dd8bf

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b27c320486b3eb723b2c4d9e73f2886c3f4afcf3bfcd6d24c198fbf9c1801782",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2024-12-17T14:14:04Z",
    "title_canon_sha256": "b2ef807f1fd22f84ba8f2c372e33ee14feb12e611f7eb696197707506afb89f7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.13233",
    "kind": "arxiv",
    "version": 2
  }
}