Pith Number

pith:DEEZKVVD

pith:2024:DEEZKVVDZEH67TNAD5H53HQJCK

not attested not anchored not stored refs pending

ETM: Modern Insights into Perspective on Text-to-SQL Evaluation in the Age of Large Language Models

Benjamin G. Ascoli, Jinho D. Choi, Yasoda Sai Ram Kandikonda

arxiv:2407.07313 v4 · 2024-07-10 · 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{DEEZKVVDZEH67TNAD5H53HQJCK}

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

2 papers in Pith

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	2026-07-05T11:22:31.305582Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

19099556a3c90fefcda01f4fdd9e09128ce8cdb330f260f9388655a30156919e

Aliases

arxiv: 2407.07313 · arxiv_version: 2407.07313v4 · doi: 10.48550/arxiv.2407.07313 · pith_short_12: DEEZKVVDZEH6 · pith_short_16: DEEZKVVDZEH67TNA · pith_short_8: DEEZKVVD

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/DEEZKVVDZEH67TNAD5H53HQJCK \
  | 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: 19099556a3c90fefcda01f4fdd9e09128ce8cdb330f260f9388655a30156919e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c84d4337de93c2c69ffd18f8dbc07d6990a5edf71c1165f43ed63dcdb0d7cb55",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-07-10T02:20:19Z",
    "title_canon_sha256": "a425603c11e711217a049b7df48be38bbdce7e2dd6569ce461938e09d2a3de7e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.07313",
    "kind": "arxiv",
    "version": 4
  }
}