Pith Number

pith:KQ5LNWYL

pith:2025:KQ5LNWYLWTLH7BYNKADEEC6T6Y

not attested not anchored not stored refs pending

Evaluating the Goal-Directedness of Large Language Models

Alexis Bellot, Cristina Garbacea, Henry Papadatos, Jonathan Richens, Rohin Shah, Sim\'eon Campos, Tom Everitt

arxiv:2504.11844 v1 · 2025-04-16 · cs.AI · cs.CL · 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{KQ5LNWYLWTLH7BYNKADEEC6T6Y}

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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

1 paper in Pith

Causal Foundations of Collective Agency

Receipt and verification

First computed	2026-07-05T10:49:58.591041Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

543ab6db0bb4d67f870d5006420bd3f61ccbf97fd013250a09f1dd704758a818

Aliases

arxiv: 2504.11844 · arxiv_version: 2504.11844v1 · doi: 10.48550/arxiv.2504.11844 · pith_short_12: KQ5LNWYLWTLH · pith_short_16: KQ5LNWYLWTLH7BYN · pith_short_8: KQ5LNWYL

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/KQ5LNWYLWTLH7BYNKADEEC6T6Y \
  | 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: 543ab6db0bb4d67f870d5006420bd3f61ccbf97fd013250a09f1dd704758a818

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "fa305dfc60818ff54fbdf607a023425d55733ae2ab747ae2ad4760ca56796bf1",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-04-16T08:07:08Z",
    "title_canon_sha256": "5c9ede1b730c8a76681db0da3e10fc9ace3bdc2dceb0eb49b98d0255b99871a6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.11844",
    "kind": "arxiv",
    "version": 1
  }
}