Pith Number

pith:MZFKXKT3

pith:2023:MZFKXKT3DSH5377YSNF3UPREQ3

not attested not anchored not stored refs pending

Quantifying the Echo Chamber Effect: An Embedding Distance-based Approach

Faisal Alatawi, Huan Liu, Paras Sheth

arxiv:2307.04668 v2 · 2023-07-10 · cs.SI · 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{MZFKXKT3DSH5377YSNF3UPREQ3}

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	2026-07-05T06:32:54.303657Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

664aabaa7b1c8fddfff8934bba3e2486caa900b92942dc7ed5ed8703b34d4cfc

Aliases

arxiv: 2307.04668 · arxiv_version: 2307.04668v2 · doi: 10.48550/arxiv.2307.04668 · pith_short_12: MZFKXKT3DSH5 · pith_short_16: MZFKXKT3DSH5377Y · pith_short_8: MZFKXKT3

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/MZFKXKT3DSH5377YSNF3UPREQ3 \
  | 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: 664aabaa7b1c8fddfff8934bba3e2486caa900b92942dc7ed5ed8703b34d4cfc

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "56eda452e03211820a329553bb98b0480e5bf668ea6e7f14c58612565ec4ef16",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SI",
    "submitted_at": "2023-07-10T16:11:33Z",
    "title_canon_sha256": "774545e2b49a0d26ac9750008f7a1b1c8e37f16238b5a97e2a0f56df7aa59345"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2307.04668",
    "kind": "arxiv",
    "version": 2
  }
}