Pith Number

pith:NKFEZZNC

pith:2023:NKFEZZNCYYAIZYF2GE3S6WJC4Q

not attested not anchored not stored refs pending

GEAR-Up: Generative AI and External Knowledge-based Retrieval Upgrading Scholarly Article Searches for Systematic Reviews

Amit Sheth, Harshul Surana, Heather Heckman, Kaushik Roy, Valerie Vera, Vedant Khandelwal

arxiv:2312.09948 v1 · 2023-12-15 · cs.IR · cs.DL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{NKFEZZNCYYAIZYF2GE3S6WJC4Q}

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

1 paper in Pith

A Comprehensive Survey of Deep Research: Systems, Methodologies, and Applications

Receipt and verification

First computed	2026-07-05T07:24:42.853582Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6a8a4ce5a2c6008ce0ba31372f5922e4144564320a6e14c30e3d347011982fbc

Aliases

arxiv: 2312.09948 · arxiv_version: 2312.09948v1 · doi: 10.48550/arxiv.2312.09948 · pith_short_12: NKFEZZNCYYAI · pith_short_16: NKFEZZNCYYAIZYF2 · pith_short_8: NKFEZZNC

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/NKFEZZNCYYAIZYF2GE3S6WJC4Q \
  | 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: 6a8a4ce5a2c6008ce0ba31372f5922e4144564320a6e14c30e3d347011982fbc

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8f407ed974bd8a8cdba22ff9dee94be816e20e5549b7efa2485544454afb03a0",
    "cross_cats_sorted": [
      "cs.DL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.IR",
    "submitted_at": "2023-12-15T16:58:52Z",
    "title_canon_sha256": "a9a0b3c2bca068600918ae2f9fb8780f729eab3536a1e1699273f07f9639d1f6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2312.09948",
    "kind": "arxiv",
    "version": 1
  }
}