Pith. sign in

Paper Citation Record · LEDGER

CoTAL: Human-in-the-Loop Prompt Engineering for Generalizable Formative Assessment Scoring and Feedback

As of 20 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 4 inbound Pith citation observations for arXiv:2504.02323.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2504.02323 v4

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 4 of 4 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-08T00:25:14.922175Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-05-22T13:01:34.296734Z

Reference resolution

0 of 0 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation ac22682c-9a98-4fa7-a19e-a42e0a30bca1 · inbound

Personalizing Student-Agent Interactions Using Log-Contextualized Retrieval-Augmented Generation (RAG) cites this paper.

Personalizing Student-Agent Interactions Using Log-Contextualized Retrieval-Augmented Generation (RAG) CoTAL: Human-in-the-Loop Prompt Engineering for Generalizable Formative Assessment Scoring and Feedback

Reference 6

Resolution
verified exact
arxiv_id, observed 2026-06-10T02:12:35.907306Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-05-22T12:56:43.016069Z digest=sha256:e2b947d6765a1e28df494b5c8f1b89e7064de927860e613982dbe313ec89c595

Observation b6826eb3-9e4c-435b-9674-8b00b66cd4b1 · inbound

Evidence-Decision-Feedback: Theory-Driven Adaptive Scaffolding for LLM Agents cites this paper.

Evidence-Decision-Feedback: Theory-Driven Adaptive Scaffolding for LLM Agents CoTAL: Human-in-the-Loop Prompt Engineering for Generalizable Formative Assessment Scoring and Feedback

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-03T05:43:51.662818Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T05:43:51.662818Z digest=sha256:b522d287d58eef8f89583eeb15969c2e11b9b5596f462e251500fd6a13407bed

Observation f53f02df-e2f5-4d54-b10a-4edcd7b5f58e · inbound

LaTA: A Drop-in, FERPA-Compliant Local-LLM Autograder for Upper-Division STEM Coursework cites this paper.

LaTA: A Drop-in, FERPA-Compliant Local-LLM Autograder for Upper-Division STEM Coursework CoTAL: Human-in-the-Loop Prompt Engineering for Generalizable Formative Assessment Scoring and Feedback

Reference 3

Resolution
metadata mismatch
arxiv_id, observed 2026-06-10T02:12:35.907306Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-05-08T16:57:22.466952Z digest=sha256:39edc09f0a7489f810e90d34b7538c739e6bf9da75bd9bc07bb4d33a6a539bca

Observation 041241f8-3389-4343-b152-53a4af8997d9 · inbound

AgentForge: An Immersive Role-Playing Platform for Learning Agentic Software Engineering cites this paper.

AgentForge: An Immersive Role-Playing Platform for Learning Agentic Software Engineering CoTAL: Human-in-the-Loop Prompt Engineering for Generalizable Formative Assessment Scoring and Feedback

Reference 2025

Resolution
unresolved
no resolver link, observed 2026-08-08T00:25:14.922175Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T00:25:14.922175Z digest=sha256:3cb287f2714293382c24d67b86295c1dc657e4234955b9e5e1f46c1a516ebcee