Pith Number

pith:MZAV3XGL

pith:2025:MZAV3XGLZKVFMUMW2BEC4M74TR

not attested not anchored not stored refs pending

Towards Open-Ended Emotional Support Conversations in LLMs via Reinforcement Learning with Future-Oriented Rewards

Huimin Wang, Li Chen, Ting Yang

arxiv:2508.12935 v1 · 2025-08-18 · 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{MZAV3XGLZKVFMUMW2BEC4M74TR}

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

MICA: Multi-granularity Intertemporal Credit Assignment for Long-Horizon Emotional Support Dialogue

Receipt and verification

First computed	2026-07-05T11:55:29.483068Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

66415ddccbcaaa565196d0482e33fc9c6f4ada38c591ca5750771687f0039b2e

Aliases

arxiv: 2508.12935 · arxiv_version: 2508.12935v1 · doi: 10.48550/arxiv.2508.12935 · pith_short_12: MZAV3XGLZKVF · pith_short_16: MZAV3XGLZKVFMUMW · pith_short_8: MZAV3XGL

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/MZAV3XGLZKVFMUMW2BEC4M74TR \
  | 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: 66415ddccbcaaa565196d0482e33fc9c6f4ada38c591ca5750771687f0039b2e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "948357a2b6579af8b2ca40fe59a953d0406b8afb0e76174db97323271289ddf4",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-08-18T14:04:26Z",
    "title_canon_sha256": "86630ff9798a7ca3b597bcc16b1644f54d9cece9be15a1e4bbbe1a935537d8ab"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.12935",
    "kind": "arxiv",
    "version": 1
  }
}