Pith Number

pith:5YOAEEUF

pith:2025:5YOAEEUFKIMWKRHFYKFECVOX6O

not attested not anchored not stored refs pending

InfiMed-ORBIT: Aligning LLMs on Open-Ended Complex Tasks via Rubric-Based Incremental Training

Congkai Xie, Hongxia Yang, Pengkai Wang, Pengwei Liu, Qi Zuo, Zhijie Sang

arxiv:2510.15859 v4 · 2025-10-17 · cs.CL · 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{5YOAEEUFKIMWKRHFYKFECVOX6O}

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	2026-05-28T02:04:43.880474Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ee1c02128552196544e5c28a4155d7f395aade67ce16ed7e1a994ef7b5d4502c

Aliases

arxiv: 2510.15859 · arxiv_version: 2510.15859v4 · doi: 10.48550/arxiv.2510.15859 · pith_short_12: 5YOAEEUFKIMW · pith_short_16: 5YOAEEUFKIMWKRHF · pith_short_8: 5YOAEEUF

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/5YOAEEUFKIMWKRHFYKFECVOX6O \
  | 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: ee1c02128552196544e5c28a4155d7f395aade67ce16ed7e1a994ef7b5d4502c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c1fd632c9b7c1c50ed0298fd40a63704f47b66625d5e8713c714ea53becc5392",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-10-17T17:51:28Z",
    "title_canon_sha256": "152f22bd3709264c0b0f860cbb2e698cbc4dba7552aa3d943509a9d6fc483da2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2510.15859",
    "kind": "arxiv",
    "version": 4
  }
}