Pith Number

pith:XVENKOBM

pith:2025:XVENKOBM3YDUPSP22LEXABKWTH

not attested not anchored not stored refs pending

Leveraging Interview-Informed LLMs to Model Survey Responses: Comparative Insights from AI-Generated and Human Data

Anqi Deng, Jihong Zhang, Ling Zhang, Lin Tan, Nicole Bonge, Nicole Zarrett, Xinya Liang

arxiv:2505.21997 v1 · 2025-05-28 · 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{XVENKOBM3YDUPSP22LEXABKWTH}

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.

Cited by

1 paper in Pith

Response-free item difficulty modelling for multiple-choice items with fine-tuned transformers: Component-wise representation and multi-task learning

Receipt and verification

First computed	2026-07-05T11:11:07.604201Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bd48d5382cde0747c9fad2c970055699cc95662c2f3ec7934d5821e7c0064c57

Aliases

arxiv: 2505.21997 · arxiv_version: 2505.21997v1 · doi: 10.48550/arxiv.2505.21997 · pith_short_12: XVENKOBM3YDU · pith_short_16: XVENKOBM3YDUPSP2 · pith_short_8: XVENKOBM

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/XVENKOBM3YDUPSP22LEXABKWTH \
  | 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: bd48d5382cde0747c9fad2c970055699cc95662c2f3ec7934d5821e7c0064c57

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "482c2a3bc6871dda9ee753e647b5fb78ac82fc4569ac42b14a01b179c565afe4",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-05-28T05:57:26Z",
    "title_canon_sha256": "186ffec40a4e47fbd90f45ac377a723e50bd4c3670ea159a57b79278e75a6974"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.21997",
    "kind": "arxiv",
    "version": 1
  }
}