Pith Number

pith:H7MW2Y2T

pith:2024:H7MW2Y2TRANDPCJOTZQ6KVU5JA

not attested not anchored not stored refs pending

Multi-Level Feedback Generation with Large Language Models for Empowering Novice Peer Counselors

Alicja Chaszczewicz, Bruce A Arnow, Diyi Yang, Raj Sanjay Shah, Robert Kraut, Ryan Louie

arxiv:2403.15482 v1 · 2024-03-21 · cs.CL · cs.HC · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{H7MW2Y2TRANDPCJOTZQ6KVU5JA}

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	2026-07-05T08:00:04.862372Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3fd96d6353881a37892e9e61e5569d4836337bc0226b958493b8c28fc9544c4a

Aliases

arxiv: 2403.15482 · arxiv_version: 2403.15482v1 · doi: 10.48550/arxiv.2403.15482 · pith_short_12: H7MW2Y2TRAND · pith_short_16: H7MW2Y2TRANDPCJO · pith_short_8: H7MW2Y2T

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/H7MW2Y2TRANDPCJOTZQ6KVU5JA \
  | 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: 3fd96d6353881a37892e9e61e5569d4836337bc0226b958493b8c28fc9544c4a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a94420eca9ac61fc8ea2db0ac2889349459a48af71978feb8ea89de7446c0f0c",
    "cross_cats_sorted": [
      "cs.HC",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-03-21T04:23:56Z",
    "title_canon_sha256": "c16982e64749b25a9ecb5a04c91014e3240064550d664cc991bb9fc37c475559"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2403.15482",
    "kind": "arxiv",
    "version": 1
  }
}