Pith Number

pith:KSTJD25C

pith:2026:KSTJD25C4GPIEHBUF2XAKIHP6N

not attested not anchored not stored refs pending

SEAM: Shortcut-Aware Real-Time Detection of Scripted vs. Spontaneous Speech for Interview Guardrails

Pranay Manocha, Vsevolod (V.) Kovalev

arxiv:2606.06837 v1 · 2026-06-05 · eess.AS · 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{KSTJD25C4GPIEHBUF2XAKIHP6N}

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

SEAM: Shortcut-Aware Real-Time Detection of Scripted vs. Spontaneous Speech for Interview Guardrails

Receipt and verification

First computed	2026-06-08T01:04:31.056820Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

54a691eba2e19e821c342eae0520eff34d795b02136dbe16969c08762a98c278

Aliases

arxiv: 2606.06837 · arxiv_version: 2606.06837v1 · doi: 10.48550/arxiv.2606.06837 · pith_short_12: KSTJD25C4GPI · pith_short_16: KSTJD25C4GPIEHBU · pith_short_8: KSTJD25C

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/KSTJD25C4GPIEHBUF2XAKIHP6N \
  | 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: 54a691eba2e19e821c342eae0520eff34d795b02136dbe16969c08762a98c278

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c202946e5e96e3aa3b35a34de6d8e925f760e8d0c3f7eb9dbbfd8d304334cfbf",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "eess.AS",
    "submitted_at": "2026-06-05T02:24:19Z",
    "title_canon_sha256": "4d93f0d3e4ad900f7714a8f8ecd88d66e9b409594e328f886b34e51ab53c492b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.06837",
    "kind": "arxiv",
    "version": 1
  }
}