Pith Number

pith:PACFHADR

pith:2025:PACFHADRVD4SV4HW3CDIOEQB2T

not attested not anchored not stored refs pending

DeepThink: Aligning Language Models with Domain-Specific User Intents

Chen Lin, Jian Jiao, Kaili Huang, Mingxuan Luo, Yang Li, Yeyun Gong, Yi Liu

arxiv:2502.05497 v2 · 2025-02-08 · 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{PACFHADRVD4SV4HW3CDIOEQB2T}

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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

From Experience to Skill: Multi-Agent Generative Engine Optimization via Reusable Strategy Learning

Receipt and verification

First computed	2026-07-05T10:13:47.844350Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7804538071a8f92af0f6d886871201d4f7d56c63cadf2ad5da06bccd52d52651

Aliases

arxiv: 2502.05497 · arxiv_version: 2502.05497v2 · doi: 10.48550/arxiv.2502.05497 · pith_short_12: PACFHADRVD4S · pith_short_16: PACFHADRVD4SV4HW · pith_short_8: PACFHADR

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/PACFHADRVD4SV4HW3CDIOEQB2T \
  | 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: 7804538071a8f92af0f6d886871201d4f7d56c63cadf2ad5da06bccd52d52651

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0bbca0f940903c1da9a84f96cf9fd9d3ca4d5d608a87df3fad694cc56729783d",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-02-08T09:04:16Z",
    "title_canon_sha256": "0d9babf5866371c5280be94f792534b178e048388e5175d1bcedf02126607025"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.05497",
    "kind": "arxiv",
    "version": 2
  }
}