Pith Number

pith:I6P2QEMC

pith:2025:I6P2QEMCSPUIQHKMSVIYSNBHZC

not attested not anchored not stored refs pending

The Chameleon Nature of LLMs: Quantifying Multi-Turn Stance Instability in Search-Enabled Language Models

Sanjay Raghavendra, Shivam Ratnakar

arxiv:2510.16712 v3 · 2025-10-19 · 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{I6P2QEMCSPUIQHKMSVIYSNBHZC}

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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.

Cited by

1 paper in Pith

Attractor States Emerge in Multi-Turn LLM Conversations

Receipt and verification

First computed	2026-06-23T02:13:17.696598Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

479fa8118293e8881d4c9551893427c8ab8587838361a43c126596174176bafc

Aliases

arxiv: 2510.16712 · arxiv_version: 2510.16712v3 · doi: 10.48550/arxiv.2510.16712 · pith_short_12: I6P2QEMCSPUI · pith_short_16: I6P2QEMCSPUIQHKM · pith_short_8: I6P2QEMC

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/I6P2QEMCSPUIQHKMSVIYSNBHZC \
  | 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: 479fa8118293e8881d4c9551893427c8ab8587838361a43c126596174176bafc

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "034b05354af8cbd0d45e24aac54d7f7d73daa24f847b65c933524dc00448c0f6",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-10-19T04:51:14Z",
    "title_canon_sha256": "57666fc18856d48db3104a20d8ee0c439c75766ea987b2fd2365bd28c850187f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2510.16712",
    "kind": "arxiv",
    "version": 3
  }
}