Pith Number

pith:KALDCBDN

pith:2026:KALDCBDNNOWWQKIFZ6QLKDARYW

not attested not anchored not stored refs pending

iReasoner: Trajectory-Aware Intrinsic Reasoning Supervision for Self-Evolving Large Multimodal Models

Manikandarajan Venmathimaran, Meghana Sunil, Muthu Subash Kavitha

arxiv:2601.05877 v3 · 2026-01-09 · 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{KALDCBDNNOWWQKIFZ6QLKDARYW}

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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

2 papers in Pith

EvoVid: Temporal-Centric Self-Evolution for Video Large Language Models

EVE: Verifiable Self-Evolution of MLLMs via Executable Visual Transformations

Receipt and verification

First computed	2026-05-21T01:04:20.763994Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

501631046d6bad682905cfa0b50c11c58e1f03890ce95375f2f6427d71a887f6

Aliases

arxiv: 2601.05877 · arxiv_version: 2601.05877v3 · doi: 10.48550/arxiv.2601.05877 · pith_short_12: KALDCBDNNOWW · pith_short_16: KALDCBDNNOWWQKIF · pith_short_8: KALDCBDN

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/KALDCBDNNOWWQKIFZ6QLKDARYW \
  | 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: 501631046d6bad682905cfa0b50c11c58e1f03890ce95375f2f6427d71a887f6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d2d19e0cfad04bf93083b02bbf35b3dd7b7a3a8ee519c522b805f8829da13682",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2026-01-09T15:53:42Z",
    "title_canon_sha256": "90fffceffa4c2b839cfadc9a6b1464c9ea5fb7a61e48a50b55dd0bd1d226d92b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2601.05877",
    "kind": "arxiv",
    "version": 3
  }
}