Pith Number

pith:TMKJ5L3J

pith:2026:TMKJ5L3JUFQSZBWOJVT4N4SBP5

not attested not anchored not stored refs pending

Dynamic Surveys: Using LLMs to Blend Qualitative Depth,Quantitative Structure, and Collaborative Interaction

Aidan Ladenburg, Ansh Kumar, David T. Lee, Dishita Jhawar, Ipsita Bisht, Kehua Lei, Zahra Petiwala, Zili Wang

arxiv:2608.00357 v1 · 2026-08-01 · cs.HC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{TMKJ5L3JUFQSZBWOJVT4N4SBP5}

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	2026-08-04T00:35:22.478860Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9b149eaf69a1612c86ce4d67c6f2417f45966f582c7b5a0a29e9af73792a9698

Aliases

arxiv: 2608.00357 · arxiv_version: 2608.00357v1 · doi: 10.48550/arxiv.2608.00357 · pith_short_12: TMKJ5L3JUFQS · pith_short_16: TMKJ5L3JUFQSZBWO · pith_short_8: TMKJ5L3J

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/TMKJ5L3JUFQSZBWOJVT4N4SBP5 \
  | 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: 9b149eaf69a1612c86ce4d67c6f2417f45966f582c7b5a0a29e9af73792a9698

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "80d66f0b6aba5711c357333045a777a5c8b8f81e6c27ea87a050697a14b0d571",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.HC",
    "submitted_at": "2026-08-01T00:03:18Z",
    "title_canon_sha256": "f4db49a3953ad56577cf7170428dea8ac0ce8ef23ea622210387421cc401378d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2608.00357",
    "kind": "arxiv",
    "version": 1
  }
}