Pith Number

pith:VBAMDG6E

pith:2024:VBAMDG6EJUF7POE7TJGXCDDAQH

not attested not anchored not stored refs pending

Investigating Distributions of Telecom Adapted Sentence Embeddings for Document Retrieval

Neeraj Gunda, Ranjani Hosakere Gireesha, Sai Krishna Bala, Subhadip Bandyopadhyay, Sujoy Roychowdhury, Sumit Soman, Vansh Chhabra

arxiv:2406.12336 v3 · 2024-06-18 · cs.CL · cs.AI · 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{VBAMDG6EJUF7POE7TJGXCDDAQH}

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

MM-Telco: Benchmarks and Multimodal Large Language Models for Telecom Applications

Receipt and verification

First computed	2026-07-05T11:16:02.593646Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a840c19bc44d0bf7b89f9a4d710c6081f617c71e832f2effd6da0e7188cb7bd3

Aliases

arxiv: 2406.12336 · arxiv_version: 2406.12336v3 · doi: 10.48550/arxiv.2406.12336 · pith_short_12: VBAMDG6EJUF7 · pith_short_16: VBAMDG6EJUF7POE7 · pith_short_8: VBAMDG6E

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/VBAMDG6EJUF7POE7TJGXCDDAQH \
  | 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: a840c19bc44d0bf7b89f9a4d710c6081f617c71e832f2effd6da0e7188cb7bd3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "63929927aa82206ff8ffd6b78451bbfb0a0700d49b992f2361a5b3bbf0c15484",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-06-18T07:03:34Z",
    "title_canon_sha256": "992deace7e578d3efcfca38821a1529fb65038d375aefb7ebc9740b5ddc4bc5c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.12336",
    "kind": "arxiv",
    "version": 3
  }
}