Pith Number

pith:JDJTYP4C

pith:2024:JDJTYP4CWMQ6DIFOSJANX65EFP

not attested not anchored not stored refs pending

A Systematic Examination of Preference Learning through the Lens of Instruction-Following

Anirudh Goyal, Aston Zhang, Bo Xiong, Dhruv Mahajan, Hannaneh Hajishirzi, Joongwon Kim, Liang Tan, Melanie Kambadur, Rui Hou

arxiv:2412.15282 v1 · 2024-12-18 · cs.CL · cs.AI · cs.IR

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{JDJTYP4CWMQ6DIFOSJANX65EFP}

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	2026-07-05T09:52:01.209221Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

48d33c3f82b321e1a0ae9240dbfba42be594d1dcbae7a59425a41c62589b01b0

Aliases

arxiv: 2412.15282 · arxiv_version: 2412.15282v1 · doi: 10.48550/arxiv.2412.15282 · pith_short_12: JDJTYP4CWMQ6 · pith_short_16: JDJTYP4CWMQ6DIFO · pith_short_8: JDJTYP4C

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/JDJTYP4CWMQ6DIFOSJANX65EFP \
  | 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: 48d33c3f82b321e1a0ae9240dbfba42be594d1dcbae7a59425a41c62589b01b0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "fe77d2ab07a6f04ea41f5ba970a17cb09d95204e9abafa78203906ce69b8d9ed",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.IR"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-12-18T15:38:39Z",
    "title_canon_sha256": "5625e1e013eca0407564db06dfb54abb2052feaba2e9612aa6c083c94ac9372d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.15282",
    "kind": "arxiv",
    "version": 1
  }
}