Pith Number

pith:SIVDFI4V

pith:2026:SIVDFI4VBCFJQHKP6GNXPBZ4G5

not attested not anchored not stored refs pending

When Context Misleads: Surprisal, Energy and Attention Entropy as Metrics of Coherence Illusions in LLMs

Ece Takmaz, Jakub Dotlacil, Li Kloostra, Nitin Kumar

arxiv:2606.21203 v1 · 2026-06-19 · 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{SIVDFI4VBCFJQHKP6GNXPBZ4G5}

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	2026-06-23T01:12:33.271285Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

922a32a395088a981d4ff19b77873c37453d535a7682711bf1dc1011cfaa0434

Aliases

arxiv: 2606.21203 · arxiv_version: 2606.21203v1 · doi: 10.48550/arxiv.2606.21203 · pith_short_12: SIVDFI4VBCFJ · pith_short_16: SIVDFI4VBCFJQHKP · pith_short_8: SIVDFI4V

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/SIVDFI4VBCFJQHKP6GNXPBZ4G5 \
  | 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: 922a32a395088a981d4ff19b77873c37453d535a7682711bf1dc1011cfaa0434

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "64acba9b45c2c038a0bf7e69e70d478dfff158aa1dc2dd145e5ddcc4433a07fb",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2026-06-19T08:16:49Z",
    "title_canon_sha256": "7920882a00bb2e5d11809a0af999b440b1547a9ca248c10d39642ccbc9305f89"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.21203",
    "kind": "arxiv",
    "version": 1
  }
}