Pith Number

pith:F7GGSK4P

pith:2024:F7GGSK4PTZTKYPXM6WB2XGUQAN

not attested not anchored not stored refs pending

IterGen: Iterative Semantic-aware Structured LLM Generation with Backtracking

Gagandeep Singh, Rohan Gumaste, Sasa Misailovic, Shubham Ugare, Tarun Suresh

arxiv:2410.07295 v2 · 2024-10-09 · cs.SE · cs.LG · cs.PL

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{F7GGSK4PTZTKYPXM6WB2XGUQAN}

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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

5 papers in Pith

RefineStat: Efficient Exploration for Probabilistic Program Synthesis

TreeCoder: Systematic Exploration and Optimisation of Decoding and Constraints for LLM Code Generation

BEAVER: An Efficient Deterministic LLM Verifier

Adapt to Thrive! Adaptive Power-Mean Policy Optimization for Improved LLM Reasoning

Free Energy-Driven Reinforcement Learning with Adaptive Advantage Shaping for Unsupervised Reasoning in LLMs

Receipt and verification

First computed	2026-07-05T10:22:07.084643Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2fcc692b8f9e66ac3eecf583ab9a900362dc76ecdd8b99e724560351a316e79f

Aliases

arxiv: 2410.07295 · arxiv_version: 2410.07295v2 · doi: 10.48550/arxiv.2410.07295 · pith_short_12: F7GGSK4PTZTK · pith_short_16: F7GGSK4PTZTKYPXM · pith_short_8: F7GGSK4P

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/F7GGSK4PTZTKYPXM6WB2XGUQAN \
  | 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: 2fcc692b8f9e66ac3eecf583ab9a900362dc76ecdd8b99e724560351a316e79f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a624252061ff13a167902399935a35e4ef4d18e4856d893419e7b16ff4d02968",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.PL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2024-10-09T16:21:38Z",
    "title_canon_sha256": "39fbd8745b23e39a70f6ed9fe8e3b6267e962ffb1922bf5bc1a3507cca21229b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.07295",
    "kind": "arxiv",
    "version": 2
  }
}