Pith Number

pith:UU4KK72D

pith:2023:UU4KK72D4BY3AKYJRFLUSBUBQ2

not attested not anchored not stored refs pending

Large Language Models Know Your Contextual Search Intent: A Prompting Framework for Conversational Search

Fengran Mo, Haonan Chen, Hongjin Qian, Jiewen Hou, Kelong Mao, Zhicheng Dou

arxiv:2303.06573 v2 · 2023-03-12 · cs.IR

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{UU4KK72D4BY3AKYJRFLUSBUBQ2}

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

Improving Ad-hoc Search Effectiveness for Conversational Information Retrieval via Model Merging

Receipt and verification

First computed	2026-07-05T07:02:48.975477Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a538a57f43e071b02b0989574906818687316a7c83a4eedf43b2c37d590f64a3

Aliases

arxiv: 2303.06573 · arxiv_version: 2303.06573v2 · doi: 10.48550/arxiv.2303.06573 · pith_short_12: UU4KK72D4BY3 · pith_short_16: UU4KK72D4BY3AKYJ · pith_short_8: UU4KK72D

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/UU4KK72D4BY3AKYJRFLUSBUBQ2 \
  | 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: a538a57f43e071b02b0989574906818687316a7c83a4eedf43b2c37d590f64a3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a9e3339a185acb1b1471e387ecdc694e70f484eda17faca499175cb529e1eeb8",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.IR",
    "submitted_at": "2023-03-12T05:08:16Z",
    "title_canon_sha256": "ec8f6c0947d1836dc68bbdb049260693df3ca857f3031985cee29b21406d5276"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2303.06573",
    "kind": "arxiv",
    "version": 2
  }
}