Pith Number

pith:TTYKBA6P

pith:2025:TTYKBA6PWJGIGHVUUVDDM5WEO2

not attested not anchored not stored refs pending

ClickSight: Interpreting Student Clickstreams to Reveal Insights on Learning Strategies via LLMs

Adish Singla, Bahar Radmehr, Ekaterina Shved, Fatma Bet\"ul G\"ure\c{s}, Tanja K\"aser

arxiv:2505.15410 v1 · 2025-05-21 · cs.AI · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{TTYKBA6PWJGIGHVUUVDDM5WEO2}

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	2026-07-05T11:06:45.094133Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9cf0a083cfb24c831eb4a5463676c4768cd661a92dc186d5e5c2a1bf8ffa94b5

Aliases

arxiv: 2505.15410 · arxiv_version: 2505.15410v1 · doi: 10.48550/arxiv.2505.15410 · pith_short_12: TTYKBA6PWJGI · pith_short_16: TTYKBA6PWJGIGHVU · pith_short_8: TTYKBA6P

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/TTYKBA6PWJGIGHVUUVDDM5WEO2 \
  | 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: 9cf0a083cfb24c831eb4a5463676c4768cd661a92dc186d5e5c2a1bf8ffa94b5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0ed479be406930e8ccfead0206a0c249a7f40d4d913dfc9c4496b6a641193999",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-05-21T11:52:57Z",
    "title_canon_sha256": "a07cdf9770f2fc2677980f995d85367788fa3747b2f15304a694f6b970064101"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.15410",
    "kind": "arxiv",
    "version": 1
  }
}