Pith Number

pith:CFWSFMSE

pith:2026:CFWSFMSEZMYZ7BL2XRIKEQKERI

not attested not anchored not stored refs pending

From Test-Time Scaling to Reusable Memory: Measuring Crystallization in Text-to-SQL

(2) Shanghai Jiao Tong University), Jiaqian Wang (1), Muning Wen (2) ((1) Xidian University, Wenjin Hou (1), Yuanxi Che (1), Yutao Qi (1)

arxiv:2608.07213 v1 · 2026-08-07 · 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{CFWSFMSEZMYZ7BL2XRIKEQKERI}

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.

Receipt and verification

First computed	2026-08-10T01:14:39.408008Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

116d22b244cb319f857abc50a241448a225f67865cb09c48790b1d06a0a5502b

Aliases

arxiv: 2608.07213 · arxiv_version: 2608.07213v1 · doi: 10.48550/arxiv.2608.07213 · pith_short_12: CFWSFMSEZMYZ · pith_short_16: CFWSFMSEZMYZ7BL2 · pith_short_8: CFWSFMSE

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/CFWSFMSEZMYZ7BL2XRIKEQKERI \
  | 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: 116d22b244cb319f857abc50a241448a225f67865cb09c48790b1d06a0a5502b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "eb705afb5bb28584dc420e3b59be76d40ab38a5a4daabcb5855ac8e6dc9312b5",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2026-08-07T13:28:27Z",
    "title_canon_sha256": "7a849ae7f6cacdfe2b70207329d8874d9bcfc719a7e0bf40069b0bb51005edc2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2608.07213",
    "kind": "arxiv",
    "version": 1
  }
}