Pith Number

pith:XL7N3S2E

pith:2025:XL7N3S2EB2J5BZK22DYXNPIELB

not attested not anchored not stored refs pending

Spot the BlindSpots: Systematic Identification and Quantification of Fine-Grained LLM Biases in Contact Center Summaries

Ayush Kumar, Kawin Mayilvaghanan, Siddhant Gupta

arxiv:2508.13124 v1 · 2025-08-18 · cs.CL · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{XL7N3S2EB2J5BZK22DYXNPIELB}

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

When Summaries Distort Decisions: Information Fidelity in LLM-Compressed Financial Analysis

Receipt and verification

First computed	2026-07-05T11:55:32.764043Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bafeddcb440e93d0e55ad0f176bd045870cd1f9642ee793ad1f65c9798010340

Aliases

arxiv: 2508.13124 · arxiv_version: 2508.13124v1 · doi: 10.48550/arxiv.2508.13124 · pith_short_12: XL7N3S2EB2J5 · pith_short_16: XL7N3S2EB2J5BZK2 · pith_short_8: XL7N3S2E

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/XL7N3S2EB2J5BZK22DYXNPIELB \
  | 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: bafeddcb440e93d0e55ad0f176bd045870cd1f9642ee793ad1f65c9798010340

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5624bd653b957422c731f836e4519f7bde124c9b4f42e72a00007f2c17c92d8c",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-08-18T17:31:03Z",
    "title_canon_sha256": "dcc168ceab97dc0755aae38adc05c482d2529e35adbd042556489db7b1afa4e2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.13124",
    "kind": "arxiv",
    "version": 1
  }
}