Pith. sign in
Pith Number

pith:IXYDTZHC

pith:2026:IXYDTZHCXMBOBWOOW6ZZ3ARQYH
not attested not anchored not stored refs pending

Agreement Is Not Quality: Blind Expert Verification of Human and LLM Qualitative Coding When Human Consensus Is Not Ground Truth

Alex Liu, Kevin He, Lief Esbenshade, Michael Xiao, Min Sun, Victor Tian, Zachary Zhang

arxiv:2607.28890 v1 · 2026-07-30 · cs.HC · cs.AI

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{IXYDTZHCXMBOBWOOW6ZZ3ARQYH}

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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 2026-08-03T01:17:23.425934Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

45f039e4e2bb02e0d9ceb7b39d8230c1fcd5ede88b6d5f1a5315fa5b19a0755b

Aliases

arxiv: 2607.28890 · arxiv_version: 2607.28890v1 · doi: 10.48550/arxiv.2607.28890 · pith_short_12: IXYDTZHCXMBO · pith_short_16: IXYDTZHCXMBOBWOO · pith_short_8: IXYDTZHC
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/IXYDTZHCXMBOBWOOW6ZZ3ARQYH \
  | 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: 45f039e4e2bb02e0d9ceb7b39d8230c1fcd5ede88b6d5f1a5315fa5b19a0755b
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "892f0f4abba41da5a60eae32243e70d087c9774198fd2d1dc974f92762460f78",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.HC",
    "submitted_at": "2026-07-30T23:16:41Z",
    "title_canon_sha256": "cb737492417d274eec425c89ca7e7ad681cc42c3d731d48fd377644b81f396a0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.28890",
    "kind": "arxiv",
    "version": 1
  }
}