Pith Number

pith:AQFIRS6X

pith:2024:AQFIRS6X5JR6QLVJTX57U25F7J

not attested not anchored not stored refs pending

MORTAR: Multi-turn Metamorphic Testing for LLM-based Dialogue Systems

Aaron Guoxiang Guo, Aldeida Aleti, Chakkrit Tantithamthavorn, Neelofar Neelofar, Tsong Yueh Chen, Yuanyuan Qi

arxiv:2412.15557 v4 · 2024-12-20 · cs.SE · cs.CL

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{AQFIRS6X5JR6QLVJTX57U25F7J}

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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

Bidirectional Empowerment of Metamorphic Testing and Large Language Models: A Systematic Survey

Receipt and verification

First computed	2026-06-19T16:11:09.423559Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

040a88cbd7ea63e82ea99dfbfa6ba5fa67b7af7b9d05fbe6600fe03cb1963013

Aliases

arxiv: 2412.15557 · arxiv_version: 2412.15557v4 · doi: 10.48550/arxiv.2412.15557 · pith_short_12: AQFIRS6X5JR6 · pith_short_16: AQFIRS6X5JR6QLVJ · pith_short_8: AQFIRS6X

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/AQFIRS6X5JR6QLVJTX57U25F7J \
  | 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: 040a88cbd7ea63e82ea99dfbfa6ba5fa67b7af7b9d05fbe6600fe03cb1963013

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9ab711a08a7f240816416bf301a87a8741ef0c7530ec6479a7fe6bd239e98b6f",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2024-12-20T04:31:03Z",
    "title_canon_sha256": "32b1cfb71191991be7a2759b17aca27fd72018dc3a7677412473f617310fb4db"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.15557",
    "kind": "arxiv",
    "version": 4
  }
}