Pith Number

pith:QQLXAFHY

pith:2025:QQLXAFHYTAH62H2AJ7CDPN5BGR

not attested not anchored not stored refs pending

Demystifying the Accuracy-Interpretability Trade-Off: A Case Study of Inferring Ratings from Reviews

Michael P. Brundage, Min Wu, Pranjal Atrey, Sanghamitra Dutta

arxiv:2503.07914 v1 · 2025-03-10 · 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{QQLXAFHYTAH62H2AJ7CDPN5BGR}

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

The Confusion is Real: GRAPHIC -- A Network Science Approach to Confusion Matrices in Deep Learning

Receipt and verification

First computed	2026-07-05T10:28:46.549333Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

84177014f8980fed1f404fc437b7a1346e18f7a7fdd9e6c328be548bc796c417

Aliases

arxiv: 2503.07914 · arxiv_version: 2503.07914v1 · doi: 10.48550/arxiv.2503.07914 · pith_short_12: QQLXAFHYTAH6 · pith_short_16: QQLXAFHYTAH62H2A · pith_short_8: QQLXAFHY

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/QQLXAFHYTAH62H2AJ7CDPN5BGR \
  | 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: 84177014f8980fed1f404fc437b7a1346e18f7a7fdd9e6c328be548bc796c417

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "96a17aa2c7a75c725a233cac6b62a9e5d0013c5c82710774ee01e81b25e7d89f",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-03-10T23:17:46Z",
    "title_canon_sha256": "a04aa7712252ce8558258326d85184c7d948965daf7a45c048fb1b23cfa9a1ca"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.07914",
    "kind": "arxiv",
    "version": 1
  }
}