Pith Number

pith:7RHUB4AY

pith:2026:7RHUB4AYCBOMJQPTUXEMYQS6PY

not attested not anchored not stored refs pending

Enhancing LLMs through human feedback: a journey towards self-improvement

Adi Fledel-Alon, Asaf Avrahamy, Gila Kamhi, Tatiana Pelc

arxiv:2607.11267 v1 · 2026-07-13 · cs.IR · cs.AI · 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{7RHUB4AYCBOMJQPTUXEMYQS6PY}

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	2026-07-14T01:22:25.685250Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

fc4f40f018105cc4c1f3a5c8cc425e7e0be830fc7ac0289f8da127462231dcaa

Aliases

arxiv: 2607.11267 · arxiv_version: 2607.11267v1 · doi: 10.48550/arxiv.2607.11267 · pith_short_12: 7RHUB4AYCBOM · pith_short_16: 7RHUB4AYCBOMJQPT · pith_short_8: 7RHUB4AY

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/7RHUB4AYCBOMJQPTUXEMYQS6PY \
  | 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: fc4f40f018105cc4c1f3a5c8cc425e7e0be830fc7ac0289f8da127462231dcaa

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7d684c175a428d5d70ec7e844004c13c6130c59a387008b034b6e4f81cddb359",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.IR",
    "submitted_at": "2026-07-13T08:51:08Z",
    "title_canon_sha256": "18319a8874950db9f7cde6232da3a43916155513f9a7cce3adaddfa4b3916a40"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.11267",
    "kind": "arxiv",
    "version": 1
  }
}