Pith Number

pith:YROWB3S5

pith:2024:YROWB3S56K2OAZVTG42RNUI5ZN

not attested not anchored not stored refs pending

MAGDi: Structured Distillation of Multi-Agent Interaction Graphs Improves Reasoning in Smaller Language Models

Elias Stengel-Eskin, Justin Chih-Yao Chen, Mohit Bansal, Swarnadeep Saha

arxiv:2402.01620 v2 · 2024-02-02 · 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{YROWB3S56K2OAZVTG42RNUI5ZN}

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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

1 paper in Pith

The Periodic Table of LLM Reasoning: A Structured Survey of Reasoning Paradigms, Methods, and Failure Modes

Receipt and verification

First computed	2026-07-05T08:28:59.169538Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c45d60ee5df2b4e066b3373516d11dcb6a1cded922ca5b2ed3358bca5fb48bc0

Aliases

arxiv: 2402.01620 · arxiv_version: 2402.01620v2 · doi: 10.48550/arxiv.2402.01620 · pith_short_12: YROWB3S56K2O · pith_short_16: YROWB3S56K2OAZVT · pith_short_8: YROWB3S5

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/YROWB3S56K2OAZVTG42RNUI5ZN \
  | 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: c45d60ee5df2b4e066b3373516d11dcb6a1cded922ca5b2ed3358bca5fb48bc0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5b465630bcf809254afc54257938f46e0564e46ffe1be3ae9f062f3b41ab1929",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-02-02T18:35:14Z",
    "title_canon_sha256": "a0d1e6e6df7b9b20664d4e54d1d4c6ff0392634adfdc494bcd4ff944a24e5c31"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.01620",
    "kind": "arxiv",
    "version": 2
  }
}