Pith Number

pith:2LCGRNAW

pith:2026:2LCGRNAWAUFEPWMEQLB6HRYEV2

not attested not anchored not stored refs pending

Amplitude-Only FFN Intervention for Tool-Structured LLM Inference Method: Gated Evaluation Protocol, and Cross-Model Empirical Results

Boyuan Huang, Jiadun Zhu, Ke Jia, Sheng Xu, Zhen Chen

arxiv:2607.11183 v1 · 2026-07-13 · 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{2LCGRNAWAUFEPWMEQLB6HRYEV2}

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	2026-07-14T01:22:20.993712Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d2c468b416050a47d98482c3e3c704ae99a0b5d347cffc78511489cf1dcb4e1d

Aliases

arxiv: 2607.11183 · arxiv_version: 2607.11183v1 · doi: 10.48550/arxiv.2607.11183 · pith_short_12: 2LCGRNAWAUFE · pith_short_16: 2LCGRNAWAUFEPWME · pith_short_8: 2LCGRNAW

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/2LCGRNAWAUFEPWMEQLB6HRYEV2 \
  | 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: d2c468b416050a47d98482c3e3c704ae99a0b5d347cffc78511489cf1dcb4e1d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0227b9f66808b00d0e27f8c1105869694d81d95eac185a9ca49879a550422312",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2026-07-13T07:28:55Z",
    "title_canon_sha256": "ab621c16f82edb582c584a90dc18e23c029876a586e71fb6464dcfeae1876cbd"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.11183",
    "kind": "arxiv",
    "version": 1
  }
}