Pith Number

pith:ILZ7RB5G

pith:2024:ILZ7RB5GCMCKYF5ESSXMZNBLEU

not attested not anchored not stored refs pending

Policy Maps: Tools for Guiding the Unbounded Space of LLM Behaviors

Dominik Moritz, Fred Hohman, Jeffrey P. Bigham, Kenneth Holstein, Mary Beth Kery, Michelle S. Lam

arxiv:2409.18203 v2 · 2024-09-26 · cs.HC · 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{ILZ7RB5GCMCKYF5ESSXMZNBLEU}

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

Evalet: Evaluating Large Language Models through Functional Fragmentation

Receipt and verification

First computed	2026-07-05T11:46:36.250036Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

42f3f887a61304ac17a494aeccb42b251411120069b5f40070ae030e0b1d5c87

Aliases

arxiv: 2409.18203 · arxiv_version: 2409.18203v2 · doi: 10.48550/arxiv.2409.18203 · pith_short_12: ILZ7RB5GCMCK · pith_short_16: ILZ7RB5GCMCKYF5E · pith_short_8: ILZ7RB5G

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/ILZ7RB5GCMCKYF5ESSXMZNBLEU \
  | 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: 42f3f887a61304ac17a494aeccb42b251411120069b5f40070ae030e0b1d5c87

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9a948e077a9b7bcd0d768c73a840c789ff38be7303a7870ea99e5be886d2d6b8",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.HC",
    "submitted_at": "2024-09-26T18:34:16Z",
    "title_canon_sha256": "571e3f83bbdfa8501223a82f76c3ab3ef0fe0a41a3c036608dce074efaaba22a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2409.18203",
    "kind": "arxiv",
    "version": 2
  }
}