Pith Number

pith:IHKT4HV2

pith:2026:IHKT4HV22HMLC5AXOL6DSMD3TZ

not attested not anchored not stored refs pending

Before You Say It: Anticipating Verbal Behavior from Longitudinal Everyday Conversations with LLMs

Pattie Maes, Paul Liang, Valdemar Danry, Yasith Samaradivakara

arxiv:2608.13454 v1 · 2026-08-13 · 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{IHKT4HV22HMLC5AXOL6DSMD3TZ}

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	2026-08-14T01:04:28.603267Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

41d53e1ebad1d8b1741772fc39307b9e79f81be902c4eb8b1b0dd50d329316b8

Aliases

arxiv: 2608.13454 · arxiv_version: 2608.13454v1 · doi: 10.48550/arxiv.2608.13454 · pith_short_12: IHKT4HV22HML · pith_short_16: IHKT4HV22HMLC5AX · pith_short_8: IHKT4HV2

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/IHKT4HV22HMLC5AXOL6DSMD3TZ \
  | 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: 41d53e1ebad1d8b1741772fc39307b9e79f81be902c4eb8b1b0dd50d329316b8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "935809b3e22bff509de093934f9d50b344391a9772ba11d3ac73663861831c0c",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.HC",
    "submitted_at": "2026-08-13T16:39:47Z",
    "title_canon_sha256": "8acda3713c41bc1475201400317e4408fa6578be28f4485e7d9109ad5ebae941"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2608.13454",
    "kind": "arxiv",
    "version": 1
  }
}