Pith Number

pith:TF23MJVU

pith:2025:TF23MJVUXP6K5SOV35BI45AZG2

not attested not anchored not stored refs pending

Group Think: Multiple Concurrent Reasoning Agents Collaborating at Token Level Granularity

Chan-Jan Hsu, Da-shan Shiu, Davide Buffelli, Feng-Ting Liao, Jamie McGowan, Sattar Vakili, Yi-Chang Chen

arxiv:2505.11107 v1 · 2025-05-16 · 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{TF23MJVUXP6K5SOV35BI45AZG2}

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.

Cited by

6 papers in Pith

Small RL Controller, Large Language Model: RL-Guided Adaptive Sampling for Test-Time Scaling

LaneRoPE: Positional Encoding for Collaborative Parallel Reasoning and Generation

Stop When Reasoning Converges: Semantic-Preserving Early Exit for Reasoning Models

LACE: Lattice Attention for Cross-thread Exploration

Receipt and verification

First computed	2026-07-05T11:04:10.948429Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9975b626b4bbfcaec9d5df428e741936b2a0cba2977d27a61e719852e49cb69c

Aliases

arxiv: 2505.11107 · arxiv_version: 2505.11107v1 · doi: 10.48550/arxiv.2505.11107 · pith_short_12: TF23MJVUXP6K · pith_short_16: TF23MJVUXP6K5SOV · pith_short_8: TF23MJVU

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/TF23MJVUXP6K5SOV35BI45AZG2 \
  | 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: 9975b626b4bbfcaec9d5df428e741936b2a0cba2977d27a61e719852e49cb69c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "dadcb62ae6192c334ad5a1982dbe87367195cfbd15d7686fe017b2284d6f157f",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-05-16T10:40:35Z",
    "title_canon_sha256": "78a72cbbeb30c5c5c871acceebe438cbf809637411f3f6a1ab4db0e8eea94e3c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.11107",
    "kind": "arxiv",
    "version": 1
  }
}