Paper Citation Record · LEDGER

Automating Customer Service using LangChain: Building custom open-source GPT Chatbot for organizations

As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 11 inbound Pith citation observations for arXiv:2310.05421.

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

pith.paper-citation-record.v1
2310.05421 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 11 of 11 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 11 of 11 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-08T22:03:46.435067Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-15T17:30:10.962194Z

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 db4284f6-22f4-4252-a13e-c391174df8e8 · inbound

Agentic Reasoning: A Streamlined Framework for Enhancing LLM Reasoning with Agentic Tools cites this paper.

Agentic Reasoning: A Streamlined Framework for Enhancing LLM Reasoning with Agentic Tools Automating Customer Service using LangChain: Building custom open-source GPT Chatbot for organizations

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-08T22:03:46.435067Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b7500338-7c3b-440a-b03e-b173877904bb · inbound

Agent-based Condition Monitoring Assistance with Multimodal Industrial Database Retrieval Augmented Generation cites this paper.

Agent-based Condition Monitoring Assistance with Multimodal Industrial Database Retrieval Augmented Generation Automating Customer Service using LangChain: Building custom open-source GPT Chatbot for organizations

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-07T04:57:53.909173Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d98a5331-3eef-4cc2-acf5-7888602feb83 · inbound

Investigating the Effects of Cognitive Biases in Prompts on Large Language Model Outputs cites this paper.

Investigating the Effects of Cognitive Biases in Prompts on Large Language Model Outputs Automating Customer Service using LangChain: Building custom open-source GPT Chatbot for organizations

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-07T00:56:28.717609Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2a4e97ae-34fc-4e74-835a-4d011d82cc20 · inbound

ImpReSS: Implicit Recommender System for Support Conversations cites this paper.

ImpReSS: Implicit Recommender System for Support Conversations Automating Customer Service using LangChain: Building custom open-source GPT Chatbot for organizations

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-07T00:23:18.757452Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fba15420-4bca-45ba-af66-7869165c8141 · inbound

CLAImate: AI-Enabled Climate Change Communication through Personalized and Localized Narrative Visualizations cites this paper.

CLAImate: AI-Enabled Climate Change Communication through Personalized and Localized Narrative Visualizations Automating Customer Service using LangChain: Building custom open-source GPT Chatbot for organizations

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-06T17:09:13.143682Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5fbe0bf1-3ba7-4cde-bc55-20ed39fb963e · inbound

MultiFluxAI Enhancing Platform Engineering with Advanced Agent-Orchestrated Retrieval Systems cites this paper.

MultiFluxAI Enhancing Platform Engineering with Advanced Agent-Orchestrated Retrieval Systems Automating Customer Service using LangChain: Building custom open-source GPT Chatbot for organizations

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-05T14:28:39.398307Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2b0b3bb2-4331-417d-89ca-7416fc8073b7 · inbound

RADIANT-LLM: an Agentic Retrieval Augmented Generation Framework for Reliable Decision Support in Safety-Critical Nuclear Engineering cites this paper.

RADIANT-LLM: an Agentic Retrieval Augmented Generation Framework for Reliable Decision Support in Safety-Critical Nuclear Engineering Automating Customer Service using LangChain: Building custom open-source GPT Chatbot for organizations

Reference 49

Resolution: verified exact; arxiv_id, observed 2026-05-15T17:30:10.965764Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 6bf55f7b-b055-4309-858a-80fe0fafd6ae · inbound

Learning How and What to Memorize: Cognition-Inspired Two-Stage Optimization for Evolving Memory cites this paper.

Learning How and What to Memorize: Cognition-Inspired Two-Stage Optimization for Evolving Memory Automating Customer Service using LangChain: Building custom open-source GPT Chatbot for organizations

Reference 3

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T15:51:26.685965Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 9eeae160-13d7-4885-acaa-d6d837902d62 · inbound

How Many Iterations to Jailbreak? Dynamic Budget Allocation for Multi-Turn LLM Evaluation cites this paper.

How Many Iterations to Jailbreak? Dynamic Budget Allocation for Multi-Turn LLM Evaluation Automating Customer Service using LangChain: Building custom open-source GPT Chatbot for organizations

Reference 7

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T19:21:07.851478Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 441daaf2-d0bf-4226-84d4-92311ccacaa1 · inbound

How Many Iterations to Jailbreak? Dynamic Budget Allocation for Multi-Turn LLM Evaluation cites this paper.

How Many Iterations to Jailbreak? Dynamic Budget Allocation for Multi-Turn LLM Evaluation Automating Customer Service using LangChain: Building custom open-source GPT Chatbot for organizations

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-02T14:49:10.082445Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 17f272bc-0871-4964-84e4-2beaf4148030 · inbound

One-for-All Adaptive Radiotherapy Planning Agent: A Foundation Framework for Daily CBCT-guided Radiotherapy cites this paper.

One-for-All Adaptive Radiotherapy Planning Agent: A Foundation Framework for Daily CBCT-guided Radiotherapy Automating Customer Service using LangChain: Building custom open-source GPT Chatbot for organizations

Reference 69

Resolution: unresolved; no resolver link, observed 2026-08-02T00:53:00.340418Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.