Pith. sign in
Pith Number

pith:BM5GCV4A

pith:2026:BM5GCV4ASHI54767F2M26OVEYF
not attested not anchored not stored refs pending

TellTale: Blending Multi-Instance LoRA Text Encoders and a Zero-Shot LLM Judge for Ambivalence/Hesitancy Recognition in Videos

Abdel-Karim Al-Tamimi, Ali Rodan

arxiv:2607.16635 v1 · 2026-07-18 · cs.CV · cs.AI

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{BM5GCV4ASHI54767F2M26OVEYF}

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 2026-07-21T01:20:19.536005Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

0b3a61578091d1de7fdf2e99af3aa4c14817250c04d40b0196a2d4254d2988e6

Aliases

arxiv: 2607.16635 · arxiv_version: 2607.16635v1 · doi: 10.48550/arxiv.2607.16635 · pith_short_12: BM5GCV4ASHI5 · pith_short_16: BM5GCV4ASHI54767 · pith_short_8: BM5GCV4A
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/BM5GCV4ASHI54767F2M26OVEYF \
  | 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: 0b3a61578091d1de7fdf2e99af3aa4c14817250c04d40b0196a2d4254d2988e6
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "a90980c310369efa412dfd50e7210e62cdd51cf5716f305ac4743c056fe329bc",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2026-07-18T04:37:20Z",
    "title_canon_sha256": "55602eaee99054ef5150a703ab5e1a660998ec74732de0bf825550b2513e606c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.16635",
    "kind": "arxiv",
    "version": 1
  }
}