Pith Number

pith:U24MI4Y4

pith:2025:U24MI4Y4NV52Q3XG5OYGFMEDQB

not attested not anchored not stored refs pending

Token Assorted: Mixing Latent and Text Tokens for Improved Language Model Reasoning

DiJia Su, Hanlin Zhu, Jiantao Jiao, Qinqing Zheng, Yingchen Xu, Yuandong Tian

arxiv:2502.03275 v2 · 2025-02-05 · cs.CL · cs.AI · cs.LG · cs.LO

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{U24MI4Y4NV52Q3XG5OYGFMEDQB}

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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

19 papers in Pith

Modularized Reinforcement Learning on LLMs: From MDP Creation to Exploration and Learning

PearlVLA: Progressive Embodied Action-Plan Refinement in Latent Space

DyCon: Dynamic Reasoning Control via Evolving Difficulty Modeling

TARPO: Token-Wise Latent-Explicit Reasoning via Action-Routing Policy Optimization

Adaptive Latent Agentic Reasoning

Receipt and verification

First computed	2026-07-05T12:02:40.259697Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a6b8c4731c6d7ba86ee6ebb062b083805ce332cf689723a080101d0878696c3b

Aliases

arxiv: 2502.03275 · arxiv_version: 2502.03275v2 · doi: 10.48550/arxiv.2502.03275 · pith_short_12: U24MI4Y4NV52 · pith_short_16: U24MI4Y4NV52Q3XG · pith_short_8: U24MI4Y4

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/U24MI4Y4NV52Q3XG5OYGFMEDQB \
  | 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: a6b8c4731c6d7ba86ee6ebb062b083805ce332cf689723a080101d0878696c3b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "147b06a3e05b0b8b528c11adc82343f6f32195f1722b9fe267ad2934e9d0ff23",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG",
      "cs.LO"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-02-05T15:33:00Z",
    "title_canon_sha256": "f8d80571b5166576050c99b18ec306a0c042e9801906d332a7dfe0f0627bca93"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.03275",
    "kind": "arxiv",
    "version": 2
  }
}