Pith Number

pith:HFWUR5HS

pith:2026:HFWUR5HSJNIURM76DDBXMBMOSJ

not attested not anchored not stored refs pending

Accuracy and Satisfaction in Multi-Turn LLM Dialogues for NFR Assessment

Ali Pourghasemi Fatideh, Collin McMillan, Maria Dhakal, Sepideh Ghanavati, Wilder Baldwin

arxiv:2606.24834 v1 · 2026-06-23 · 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{HFWUR5HSJNIURM76DDBXMBMOSJ}

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	2026-06-24T01:15:43.540820Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

396d48f4f24b5148b3fe18c376058e926a48ea9d392f6dd247c40e562dc66a18

Aliases

arxiv: 2606.24834 · arxiv_version: 2606.24834v1 · doi: 10.48550/arxiv.2606.24834 · pith_short_12: HFWUR5HSJNIU · pith_short_16: HFWUR5HSJNIURM76 · pith_short_8: HFWUR5HS

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/HFWUR5HSJNIURM76DDBXMBMOSJ \
  | 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: 396d48f4f24b5148b3fe18c376058e926a48ea9d392f6dd247c40e562dc66a18

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e0f9734883bae8684c0b21e18d77b0fd6bdfac74494d66a344233a795e71c3ef",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2026-06-23T17:15:40Z",
    "title_canon_sha256": "8cffdc4f15d7e3acb13d0382d995e6c3d858c177884b7e1983deb92493802a25"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.24834",
    "kind": "arxiv",
    "version": 1
  }
}