Pith Number

pith:B5VT7XYW

pith:2025:B5VT7XYWSWRFBRULSKS3VDRCOL

not attested not anchored not stored refs pending

Designing Role Vectors to Improve LLM Inference Behaviour

Andrea Seveso, Daniele Potert\`i, Fabio Mercorio

arxiv:2502.12055 v1 · 2025-02-17 · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{B5VT7XYWSWRFBRULSKS3VDRCOL}

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

Beyond Prompt: Fine-grained Simulation of Cognitively Impaired Standardized Patients via Stochastic Steering

Receipt and verification

First computed	2026-07-05T10:15:37.940051Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0f6b3fdf1695a250c68b92a5ba8e2272ec1c8b71a7184652108e6838ec288ef1

Aliases

arxiv: 2502.12055 · arxiv_version: 2502.12055v1 · doi: 10.48550/arxiv.2502.12055 · pith_short_12: B5VT7XYWSWRF · pith_short_16: B5VT7XYWSWRFBRUL · pith_short_8: B5VT7XYW

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/B5VT7XYWSWRFBRULSKS3VDRCOL \
  | 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: 0f6b3fdf1695a250c68b92a5ba8e2272ec1c8b71a7184652108e6838ec288ef1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8c30358f0bc7df7763acfa63c912247f1503b7f616ca352fd3316447896ca88c",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-02-17T17:24:37Z",
    "title_canon_sha256": "356d2f17561c0559aa5b99f23e8d1d05f4ecaad1c632b28145eba086a83889cf"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.12055",
    "kind": "arxiv",
    "version": 1
  }
}