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Paper Citation Record · LEDGER

IntelliChain: An Integrated Framework for Enhanced Socratic Method Dialogue with LLMs and Knowledge Graphs

As of 18 August 2026, this Paper Citation Record lists 12 of 12 outbound references and 0 inbound Pith citation observations for arXiv:2502.00010.

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

pith.paper-citation-record.v1
2502.00010 v1

Coverage vector

measured 12 of 12 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T21:54:37.659599Z

measured 12 of 12 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

12 of 12 outbound references displayed

  • verified exact0
  • verified fuzzy3
  • unresolved9
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 1a3611a6-52da-45cf-b1e5-d70206c847f5 · outbound

This paper cites Large language models in education: Vision and opportunities,.

IntelliChain: An Integrated Framework for Enhanced Socratic Method Dialogue with LLMs and Knowledge Graphs Large language models in education: Vision and opportunities,

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T21:54:37.985614Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T21:54:37.592497Z digest=sha256:f658cfb8acfb9e493e6372c4239b06217fd0798bf615eb764c92f2c995156c54

Observation 8ddb31d1-844c-45a5-84e2-3c2e5296b556 · outbound

This paper cites Large Language Models for Education: A Survey and Outlook.

IntelliChain: An Integrated Framework for Enhanced Socratic Method Dialogue with LLMs and Knowledge Graphs Large Language Models for Education: A Survey and Outlook

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-10T21:54:37.597787Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T21:54:37.597787Z digest=sha256:2ddf5cd0edf1b40280fea17c4cdce2d821688a9a136f3734e9ffdf33ecbc71e2

Observation 029a0507-6604-4060-8eb9-996b4ae6770d · outbound

This paper cites Challenges and Applications of Large Language Models.

IntelliChain: An Integrated Framework for Enhanced Socratic Method Dialogue with LLMs and Knowledge Graphs Challenges and Applications of Large Language Models

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-10T21:54:37.603106Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T21:54:37.603106Z digest=sha256:64d7ade8f27aad189e1a5e8adf62fdaab046786660857ac28c0c4b4b8f001f9f

Observation eea1464d-743f-46fc-b003-0ad3655fead1 · outbound

This paper cites Dialogue chain-of-thought distillation for commonsense-aware conversational agents,.

IntelliChain: An Integrated Framework for Enhanced Socratic Method Dialogue with LLMs and Knowledge Graphs Dialogue chain-of-thought distillation for commonsense-aware conversational agents,

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T21:54:37.966797Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T21:54:37.609224Z digest=sha256:1365c536d8254b87db04c829fdcfdd3fb6e810cfa2e01f6bbefaec4bf819081d

Observation b611b968-48a1-4e8a-8a9e-3f60394f101f · outbound

This paper cites Qwen Technical Report.

IntelliChain: An Integrated Framework for Enhanced Socratic Method Dialogue with LLMs and Knowledge Graphs Qwen Technical Report

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-10T21:54:37.617031Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T21:54:37.617031Z digest=sha256:d63c026745c989d68dd02fd7f59c3c5e247886e0d913aaec68a93269e820d007

Observation 191f4d72-9121-4e7a-b588-0692e8ce9c1b · outbound

This paper cites Cross-data knowledge graph construction for llm-enabled educational question-answering system: A case study at hcmut,.

IntelliChain: An Integrated Framework for Enhanced Socratic Method Dialogue with LLMs and Knowledge Graphs Cross-data knowledge graph construction for llm-enabled educational question-answering system: A case study at hcmut,

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-10T21:54:37.622591Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T21:54:37.622591Z digest=sha256:ef538f6062bf86c386a5ebb5daf36e3a95ab0ed9ba13e287fe228efc0585a772

Observation a40691c2-0937-400a-91dd-d9cee469288a · outbound

This paper cites Transforming education: A comprehensive review of generative artificial intelligence in educational settings through bibliometric and content analysis,.

IntelliChain: An Integrated Framework for Enhanced Socratic Method Dialogue with LLMs and Knowledge Graphs Transforming education: A comprehensive review of generative artificial intelligence in educational settings through bibliometric and content analysis,

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T21:54:37.949516Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T21:54:37.629486Z digest=sha256:357e2d32d3b26808d687f3a480da4521c3d537cf4293a2464f89e1526f9f1104

Observation 843f9665-e012-497e-899c-f288370e0a3d · outbound

This paper cites Knowledge Plugins: Enhancing Large Language Models for Domain-Specific Recommendations.

IntelliChain: An Integrated Framework for Enhanced Socratic Method Dialogue with LLMs and Knowledge Graphs Knowledge Plugins: Enhancing Large Language Models for Domain-Specific Recommendations

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-10T21:54:37.636729Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T21:54:37.636729Z digest=sha256:dc3948c6501a473fe852ffe3ae52b8a93ca6300d8762a8e52863b69ad5ff5a89

Observation 56ba25c4-07ba-4da3-a0ca-754076a30998 · outbound

This paper cites Cue-CoT: Chain-of-thought Prompting for Responding to In-depth Dialogue Questions with LLMs.

IntelliChain: An Integrated Framework for Enhanced Socratic Method Dialogue with LLMs and Knowledge Graphs Cue-CoT: Chain-of-thought Prompting for Responding to In-depth Dialogue Questions with LLMs

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-10T21:54:37.642160Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T21:54:37.642160Z digest=sha256:ce54bd367fb9543ecd969e5b5aeb089e6af04fdca0ae49162754c3de2df3c2c7

Observation 86b37022-1292-43da-a263-7e7a9351c7e9 · outbound

This paper cites Exchange-of-Thought: Enhancing Large Language Model Capabilities through Cross-Model Communication.

IntelliChain: An Integrated Framework for Enhanced Socratic Method Dialogue with LLMs and Knowledge Graphs Exchange-of-Thought: Enhancing Large Language Model Capabilities through Cross-Model Communication

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-10T21:54:37.647284Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T21:54:37.647284Z digest=sha256:e39629f902eb247d43c1ae52c19cbe27c6d5c8bc80786549c87df82356348f12

Observation 8fdb99c6-5dae-402d-981d-fb4537d1eda1 · outbound

This paper cites Improving Large Language Model Fine-tuning for Solving Math Problems.

IntelliChain: An Integrated Framework for Enhanced Socratic Method Dialogue with LLMs and Knowledge Graphs Improving Large Language Model Fine-tuning for Solving Math Problems

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-10T21:54:37.653471Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T21:54:37.653471Z digest=sha256:bdaf1ab5db9cc14648fb080b88f9cd9617f83cef53c84c1b34bd04c7e6cce1c7

Observation f836de49-77e8-485d-ae6f-c0f34cd6cd5c · outbound

This paper cites Can Knowledge Graphs Reduce Hallucinations in LLMs? : A Survey.

IntelliChain: An Integrated Framework for Enhanced Socratic Method Dialogue with LLMs and Knowledge Graphs Can Knowledge Graphs Reduce Hallucinations in LLMs? : A Survey

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-10T21:54:37.659599Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T21:54:37.659599Z digest=sha256:6ac09efa189a4bb05c9b72a14c8679f9dd9e59915e00763d776ce6d470045bd0

Pith citing papers

No inbound Pith citation observations are available.