pith. sign in
Pith Number

pith:54EQEAQZ

pith:2026:54EQEAQZ5ZOTHNIBQ2AF4ROGCR
not attested not anchored not stored refs pending

What are They Thinking? Delineation, Probing and Tracking of Concepts in LLMs

Jiading Zhu, Jonathan Rose, Michelle Yu Collins, Mohamed Abdelwahab, Sihan Chen, Soliman Ali, Yi Cheng Zhao, Zafarullah Mahmood

arxiv:2605.28823 v1 · 2026-04-07 · cs.CL

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{54EQEAQZ5ZOTHNIBQ2AF4ROGCR}

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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 2026-05-29T00:04:12.971903Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

ef09020219ee5d33b50186805e45c61476ea53804e1df5c462feed44696ec59c

Aliases

arxiv: 2605.28823 · arxiv_version: 2605.28823v1 · doi: 10.48550/arxiv.2605.28823 · pith_short_12: 54EQEAQZ5ZOT · pith_short_16: 54EQEAQZ5ZOTHNIB · pith_short_8: 54EQEAQZ
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/54EQEAQZ5ZOTHNIBQ2AF4ROGCR \
  | 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: ef09020219ee5d33b50186805e45c61476ea53804e1df5c462feed44696ec59c
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "dee55c762392f10e1aa7ece9c368e5e3ab2b0cabea9784568c9e33d21f0efcd0",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2026-04-07T03:50:09Z",
    "title_canon_sha256": "575a6baa5e528452b561ec3f17cbf8baf600d977f9d3d39c28339728ad101bee"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.28823",
    "kind": "arxiv",
    "version": 1
  }
}