Pith Number

pith:6EXQ3SQF

pith:2025:6EXQ3SQF5RNC6VEDJ3DVJHILOG

not attested not anchored not stored refs pending

Hard Negative Mining for Domain-Specific Retrieval in Enterprise Systems

Amit Agarwal, Hansa Meghwani, Hitesh Laxmichand Patel, Priyaranjan Pattnayak, Srikant Panda

arxiv:2505.18366 v1 · 2025-05-23 · cs.IR · cs.AI · cs.CL · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{6EXQ3SQF5RNC6VEDJ3DVJHILOG}

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

Hybrid AI for Responsive Multi-Turn Online Conversations with Novel Dynamic Routing and Feedback Adaptation

Receipt and verification

First computed	2026-07-05T11:08:45.441058Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f12f0dca05ec5a2f54834ec7549d0b719cf10829846fbfa8c326d11106e151ae

Aliases

arxiv: 2505.18366 · arxiv_version: 2505.18366v1 · doi: 10.48550/arxiv.2505.18366 · pith_short_12: 6EXQ3SQF5RNC · pith_short_16: 6EXQ3SQF5RNC6VED · pith_short_8: 6EXQ3SQF

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/6EXQ3SQF5RNC6VEDJ3DVJHILOG \
  | 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: f12f0dca05ec5a2f54834ec7549d0b719cf10829846fbfa8c326d11106e151ae

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4b085c1d14100ccc47063a7ab8baa975d48d7cd0743d859d12a76aff3d469cec",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.IR",
    "submitted_at": "2025-05-23T20:51:20Z",
    "title_canon_sha256": "63dd3cfcaba3da186a27430f30a65b6954effeb0b8228eeaadd00336c171cae4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.18366",
    "kind": "arxiv",
    "version": 1
  }
}