Pith Number

pith:KW7ZOZZL

pith:2026:KW7ZOZZLLG7S76NS55LDES73K3

not attested not anchored not stored refs pending

Hierarchical Prompt-Domain Control and Learning for Resource-Constrained Agentic Language Models

Joan Vendrell Gallart, Michael Grosskopf, Russell Bent

arxiv:2605.27703 v1 · 2026-05-26 · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{KW7ZOZZLLG7S76NS55LDES73K3}

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.

Receipt and verification

First computed	2026-05-28T01:04:46.684352Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

55bf97672b59bf2ff9b2ef56324bfb56d79aa138d788e1c09a5040da650cc55a

Aliases

arxiv: 2605.27703 · arxiv_version: 2605.27703v1 · doi: 10.48550/arxiv.2605.27703 · pith_short_12: KW7ZOZZLLG7S · pith_short_16: KW7ZOZZLLG7S76NS · pith_short_8: KW7ZOZZL

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/KW7ZOZZLLG7S76NS55LDES73K3 \
  | 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: 55bf97672b59bf2ff9b2ef56324bfb56d79aa138d788e1c09a5040da650cc55a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "fe86534b91568224b119c7e16a0a3dbd344e67fada82fd0c81610b5c39b34eea",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2026-05-26T21:23:30Z",
    "title_canon_sha256": "17cea685106e73ee5d52e226ae3f5f2bde9cd545821407f42a32276e24e6acc8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.27703",
    "kind": "arxiv",
    "version": 1
  }
}