pkkidking/ix-coordination-tasks

IX Coordination Tasks

Instruction-tuning dataset for interconnection coordination in utility-scale solar and storage projects. Built from real Salesforce task logs (76K+ entries across 5,700+ projects) to train models on utility-specific workflows and rejection resolution.

Dataset Summary

• 35,005 instruction-response pairs (ShareGPT/ChatML format)
• 31,504 training / 3,501 validation (90/10 split)
• Covers 37+ utilities including Duke Energy, PG&E, Xcel, Consumers Energy, ComEd, AEP, PPL, and more
• Organized into 4 task categories

Categories

Category	Examples	Description
Rejection → Resolution	2,852	Utility rejects interconnection application (system size, design, missing docs) → resolution steps
Missing Item → Collection	6,112	Missing signed documents, HOI, FIN, utility bills, placards → collection and submission procedures
Utility Communication	4,647	Calling/following up with utilities → what to ask, what to have ready
Follow-Up Workflow	21,394	Routine status checks, portal verification, next-action determination

Data Format

Each example follows the ChatML/sharegpt format with system/user/assistant roles:

{
  "messages": [
    {"role": "system", "content": "You are an expert interconnection coordination assistant..."},
    {"role": "user", "content": "Project: 1606MERE\nUtility: Duke Energy Progress NC\n..."},
    {"role": "assistant", "content": "Rejection Analysis for 1606MERE | Duke Energy Progress NC\n..."}
  ]
}

Intended Use

Fine-tuning small-to-medium LLMs (3B-8B) with QLoRA/LoRA for interconnection coordination assistance. The model learns to:

1. Identify the correct utility-specific workflow
2. Diagnose rejection causes from task log context
3. Provide concrete resolution steps with follow-up timelines
4. Reference utility portal requirements and submission procedures

Source Data

Built from the Interconnection Dash repository's Salesforce task log exports:

• All-Task-Logs.csv (76,092 rows)
• All-Projects-All-Time.csv (utility name and state enrichment)

Retrieved May 5, 2026.