Pith Number

pith:LFDEA7LI

pith:2025:LFDEA7LIVJMZ55V6GANUZC4DOO

not attested not anchored not stored refs pending

Extended Inductive Reasoning for Personalized Preference Inference from Behavioral Signals

Jia-Nan Li, Jian Guan, Rui Yan, Wei Wu

arxiv:2505.18071 v2 · 2025-05-23 · 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{LFDEA7LIVJMZ55V6GANUZC4DOO}

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	2026-07-05T11:33:05.159280Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5946407d68aa599ef6be301b4c8b83739d3e528846e389cf4eca197f07e43431

Aliases

arxiv: 2505.18071 · arxiv_version: 2505.18071v2 · doi: 10.48550/arxiv.2505.18071 · pith_short_12: LFDEA7LIVJMZ · pith_short_16: LFDEA7LIVJMZ55V6 · pith_short_8: LFDEA7LI

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/LFDEA7LIVJMZ55V6GANUZC4DOO \
  | 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: 5946407d68aa599ef6be301b4c8b83739d3e528846e389cf4eca197f07e43431

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ce20f091db980a0f6610d91193cef29ac1a29635b4dffc30127654900e10e9a3",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-05-23T16:16:46Z",
    "title_canon_sha256": "71bc7a09a6da098c4d2ef91d1242c922e0ff7f492c93a10070f587b8e0c64814"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.18071",
    "kind": "arxiv",
    "version": 2
  }
}