dp_012 q04 4,998 files multi_hop Claude Code

What was Omni Energy Corp.'s investment share in the KGP, and what was the total estimated cost of the project?

Gold answer

Omni Energy Corp.'s investment share was approximately $1.2 billion (initial phase per the 2021-07-20 'Omni Energy Selected for KGP' email), and the total estimated project cost was $4.75 billion.

Filesystem View raw JSON
Input
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Output
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Steps
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Tools
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Latency
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Cost
$22.99
#2 Ran ls /Users/prasanna/Documents/supermemoryai/supermemoryfs/.scratch/eval/eval/workspace/fs/dp_012/agent_memory/ 3,212 chars
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ls /Users/prasanna/Documents/supermemoryai/supermemoryfs/.scratch/eval/eval/workspace/fs/dp_012/agent_memory/

{
  "description": "List agent_memory directory"
}
Result 17 lines
ambassador_briefing_memos
american_citizen_services_arrests
american_citizen_services_welfare
biographic_reporting
briefings
budget_and_fiscal_data
budget_and_planning_submissions
cables
commercial_advocacy_case_files
congressional_inquiries
consular
consular_case_frank_miller
consular_liaison_host_government
consular_section_emails_internal
counterintelligence_briefings
country
country_team_meeti…
#3 Ran ls /Users/prasanna/Documents/supermemoryai/supermemoryfs/.scratch/eval/eval/workspace/fs/dp_012/agent_memory/omni_energy_kgp_project_reports… 1,395 chars
Command Bash
ls /Users/prasanna/Documents/supermemoryai/supermemoryfs/.scratch/eval/eval/workspace/fs/dp_012/agent_memory/omni_energy_kgp_project_reports/ | head -30

{
  "description": "List omni energy directory"
}
Result 9 lines
2021-04-15_Omni_Q1_2021_Progress_Report.md
2021-07-15_Omni_Q2_2021_Progress_Report.md
2021-07-21_email_Omni_Selection_Followup.md
2021-09-05_Omni_Environmental_Impact_Assessment_Borovina.md
2021-10-15_Omni_Q3_2021_Progress_Report.md
2021-10-20_Omni_Q3_2021_Financial_Statement.md
2021-11-15_email_re_Green_Kasnia_Campaign.md
2021-11-20_Omni_Geotechnical_Survey_Summary.md
2022-01-15_Omni_Q4_2021_Prog…
#4 Read agent_memory/omni_energy_kgp_project_reports/ 13,025 chars
Command Grep
{
  "pattern": "investment share|total estimated cost|total cost|Omni.*share|equity.*KGP|KGP.*equity",
  "path": "/Users/prasanna/Documents/supermemoryai/supermemoryfs/.scratch/eval/eval/workspace/fs/dp_012/agent_memory/omni_energy_kgp_project_reports/",
  "output_mode": "content",
  "-i": true,
  "-n": true
}
Result 4 lines
agent_memory/omni_energy_kgp_project_reports/2022-01-20_Omni_2021_Annual_Financial_Review.md:196:[Omitted long matching line]
agent_memory/omni_energy_kgp_project_reports/2022-01-20_Omni_2021_Annual_Financial_Review.md:220:[Omitted long matching line]
agent_memory/omni_energy_kgp_project_reports/2022-05-20_Omni_Internal_Incident_Report_Labor_Dispute.md:21:[Omitted long matching line]
agent_memory/…
#6 Read agent_memory/omni_energy_kgp_project_reports/2021-04-15_Omni_Q1_2021_Progress_Report.md 1,334 chars
Command Grep
{
  "pattern": "\\$[0-9]+\\.?[0-9]*\\s*billion|stake|equity|percent",
  "path": "/Users/prasanna/Documents/supermemoryai/supermemoryfs/.scratch/eval/eval/workspace/fs/dp_012/agent_memory/omni_energy_kgp_project_reports/2021-04-15_Omni_Q1_2021_Progress_Report.md",
  "output_mode": "content",
  "-i": true,
  "-n": true
}
Result 8 lines
30:5.  **Stakeholder Engagement**
54:[Omitted long matching line]
64:[Omitted long matching line]
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114:### 5. Stakeholder Engagement
116:Proactive and transparent stakeholder engagement is fundamental to the success of the KGP project. We have made significant efforts in Q1 to establish and nurture relationships with key stakeholders.
…
#7 Edited agent_memory/omni_energy_kgp_project_reports/2021-04-15_Omni_Q1_2021_Progress_Report.md 15,783 chars
Command Read
{
  "file_path": "/Users/prasanna/Documents/supermemoryai/supermemoryfs/.scratch/eval/eval/workspace/fs/dp_012/agent_memory/omni_energy_kgp_project_reports/2021-04-15_Omni_Q1_2021_Progress_Report.md",
  "offset": 40,
  "limit": 100
}
Result 13 lines
40	    *   6.2 Budgetary Controls and Reporting
41	7.  **Risk Assessment and Mitigation**
42	    *   7.1 Political and Regulatory Risks
43	    *   7.2 Operational and Technical Risks
44	    *   7.3 Environmental and Social Risks
45	8.  **Forward-Looking Statement and Q2 2021 Objectives**
46	9.  **Appendix**
47	    *   9.1 Glossary of Terms
48	    *   9.2 Contact Information
49	
50	***
51	
52	### 1…
#8 Edited agent_memory/omni_energy_kgp_project_reports/2021-04-15_Omni_Q1_2021_Progress_Report.md 10,857 chars
Command Read
{
  "file_path": "/Users/prasanna/Documents/supermemoryai/supermemoryfs/.scratch/eval/eval/workspace/fs/dp_012/agent_memory/omni_energy_kgp_project_reports/2021-04-15_Omni_Q1_2021_Progress_Report.md",
  "offset": 180,
  "limit": 80
}
Result 3 lines
180	*   **Finalize Q1 Financials:** Complete the detailed closing of Q1 financials and refine the Q2 budget.
181	
182	The KGP project is on a solid trajectory. While challenges undoubtedly lie ahead, Omni Energy's strategic focus, robust planning, and commitment to partnership provide a strong foundation for overcoming them. We are confident in our ability to deliver this critical infrastructure p…
#10 Edited agent_memory/omni_energy_kgp_project_reports/2021-07-15_Omni_Q2_2021_Progress_Report.md 18,023 chars
Command Read
{
  "file_path": "/Users/prasanna/Documents/supermemoryai/supermemoryfs/.scratch/eval/eval/workspace/fs/dp_012/agent_memory/omni_energy_kgp_project_reports/2021-07-15_Omni_Q2_2021_Progress_Report.md",
  "offset": 80,
  "limit": 140
}
Result 3 lines
80	### [REF-001]
81	
82	The detailed technical proposal submitted during the final stage of the bidding process, encompassing geological surveys, proposed extraction methodologies, and preliminary infrastructure designs, is cataloged under [REF-001]. This document serves as the foundational blueprint for the initial phases of the KGP development and is currently accessible via the project's intern…
#12 Read agent_memory/omni_energy_kgp_project_reports/ 10,498 chars
Command Grep
{
  "pattern": "\\$[0-9]+\\.?[0-9]*\\s*[Bb]illion|original.{0,20}cost|total.{0,20}estimated.{0,20}cost|estimated.{0,20}total|original.{0,20}baseline|baseline.{0,20}budget",
  "path": "/Users/prasanna/Documents/supermemoryai/supermemoryfs/.scratch/eval/eval/workspace/fs/dp_012/agent_memory/omni_energy_kgp_project_reports/",
  "output_mode": "content",
  "-i": true,
  "-n": true,
  "head_limit": 60
}
Result 2 lines
agent_memory/omni_energy_kgp_project_reports/2022-09-15_Omni_Mid-Q3_Investor_Update.md:181:The KGP remains largely on track with its approved budget. As of the end of Q3 2022, the project has incurred approximately **$4.8 billion USD** in capital expenditures against a total forecast of $7.5 billion USD for the currently sanctioned scope.
agent_memory/omni_energy_kgp_project_reports/2023-10-15_Omn…
#14 Edited agent_memory/omni_energy_kgp_project_reports/2021-10-15_Omni_Q3_2021_Progress_Report.md 34,088 chars
Command Read
{
  "file_path": "/Users/prasanna/Documents/supermemoryai/supermemoryfs/.scratch/eval/eval/workspace/fs/dp_012/agent_memory/omni_energy_kgp_project_reports/2021-10-15_Omni_Q3_2021_Progress_Report.md",
  "offset": 40,
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}
Result 9 lines
40	10. **Appendices**
41	    *   Appendix A: KGP Gantt Chart - Phase 1 & 2 Overview
42	    *   Appendix B: Omni Kasnia Senior Management Team Biographies
43	
44	---
45	
46	## 1. Executive Summary
47	
48	This report marks a significant milestone for Omni Energy Corporation and its ambitious Kasnia Gas Pipeline (KGP) project. As of Q3 2021, the project has officially transitioned from its planning a…
#16 Edited agent_memory/omni_energy_kgp_project_reports/2021-07-21_email_Omni_Selection_Followup.md 40,655 chars
Command Read
{
  "file_path": "/Users/prasanna/Documents/supermemoryai/supermemoryfs/.scratch/eval/eval/workspace/fs/dp_012/agent_memory/omni_energy_kgp_project_reports/2021-07-21_email_Omni_Selection_Followup.md"
}
Result 9 lines
1	From: richard.davies@omnienergy.com
2	To: david.chen@state.gov
3	Cc: sarah.jenkins@state.gov, matthew.peterson@state.gov
4	Date: Wed, 21 Jul 2021 10:15:37 -0400
5	Subject: Re: Omni Selection Finalized - Congratulations!
6	
7	David,
8	
9	Absolutely fantastic news! I just saw the official announcement come through on the wire services – this is truly a momentous occasion for Omni Energy and, dare …
#18 Reasoning 131 chars
I won't use TaskCreate for this single lookup. Let me check the early cables and announcements for the original investment figures.
#19 Read agent_memory/pol_reporting_cables_kgp_2021/ 2,863 chars
Command Grep
{
  "pattern": "Omni.{0,80}(billion|share|stake|invest)|KGP.{0,80}(billion|total cost|estimated)|\\$[0-9]+\\s*billion",
  "path": "/Users/prasanna/Documents/supermemoryai/supermemoryfs/.scratch/eval/eval/workspace/fs/dp_012/agent_memory/pol_reporting_cables_kgp_2021/",
  "output_mode": "content",
  "-i": true,
  "-n": true,
  "head_limit": 40
}
Result 3 lines
agent_memory/pol_reporting_cables_kgp_2021/21TIRASPOL0305.md:23:[Omitted long matching line]
agent_memory/pol_reporting_cables_kgp_2021/21TIRASPOL0305.md:27:[Omitted long matching line]
agent_memory/pol_reporting_cables_kgp_2021/21TIRASPOL0305.md:86:*   **Potential for Deal Delays:** His criticisms could bog down the finalization of the Omni Energy agreement, requiring further negotiations, parlia…
#20 Read agent_memory/econ_reporting_cables_energy_sector_2021/ 8,970 chars
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{
  "pattern": "\\$[0-9]+\\.?[0-9]*\\s*[Bb]illion|investment.{0,40}[Ss]hare|Omni.{0,40}share",
  "path": "/Users/prasanna/Documents/supermemoryai/supermemoryfs/.scratch/eval/eval/workspace/fs/dp_012/agent_memory/econ_reporting_cables_energy_sector_2021/",
  "output_mode": "content",
  "-n": true,
  "head_limit": 40
}
Result 2 lines
agent_memory/econ_reporting_cables_energy_sector_2021/21TIRASPOL0375.md:13:[Omitted long matching line]
agent_memory/econ_reporting_cables_energy_sector_2021/21TIRASPOL0375.md:23:1.  **Treasury Bonds (Domestic & International):** An estimated USD $5.2 billion will be raised through the issuance of sovereign bonds over the next five years. This includes a mix of local currency bonds to tap domestic…
#22 Edited agent_memory/econ_reporting_cables_energy_sector_2021/21TIRASPOL0195.md 9,838 chars
Command Read
{
  "file_path": "/Users/prasanna/Documents/supermemoryai/supermemoryfs/.scratch/eval/eval/workspace/fs/dp_012/agent_memory/econ_reporting_cables_energy_sector_2021/21TIRASPOL0195.md",
  "limit": 80
}
Result 15 lines
1	$$
2	\text{UNCLASSIFIED}
3	$$
4	
5	**MEMORANDUM FOR RECORD**
6	
7	**SUBJECT:** Deep Dive: Omni Energy Corp. KGP Bid Financial Architecture - $1.2 Billion Investment, Loan Guarantees, and Profit-Sharing Agreements
8	
9	**FROM:** David Chen, Economic Officer, U.S. Embassy Tiraspol
10	
11	**DATE:** July 28, 2021
12	
13	**REF:**
14	- 21TIRASPOL0032 (Initial KGP Bid Analysis)
15	- 21TIRASPOL0188 (Omn…
#24 Edited agent_memory/econ_reporting_cables_energy_sector_2021/21TIRASPOL0188.md 15,968 chars
Command Read
{
  "file_path": "/Users/prasanna/Documents/supermemoryai/supermemoryfs/.scratch/eval/eval/workspace/fs/dp_012/agent_memory/econ_reporting_cables_energy_sector_2021/21TIRASPOL0188.md",
  "limit": 90
}
Result 18 lines
1	SUBJECT: SPOT REPORT - Omni Energy Corp. Selected as Lead International Partner for KGP Project
2	
3	REF: 21TIRASPOL0188
4	
5	TAGS: ECON, EINV, CASC, KS
6	
7	CLASSIFIED BY: D. Chen, Economic Officer
8	
9	***
10	
11	**TO:** AMBASSADOR JONES
12	**FROM:** D. Chen, Economic Officer
13	**DATE:** 2021-07-20
14	**URGENT ACTION REQUIRED**
15	
16	**I. EXECUTIVE SUMMARY**
17	
18	This cable provides an imm…
#25 Reasoning 1,040 chars
Found the canonical answer in cable 21TIRASPOL0188 (the official selection announcement) and corroborated in 21TIRASPOL0195.

**Omni Energy Corp.'s investment share in the KGP:** **$1.2 billion** — Omni's direct equity injection / capital commitment. Per cable 21TIRASPOL0195, this breaks down into ~$400M direct equity and $800M project-specific debt (of which $600M is backed by Kasnian sovereign loan guarantees).

**Total estimated project cost:** **~$12–14 billion USD** (preliminary total project value at announcement, July 20, 2021). The selection-announcement cable 21TIRASPOL0188 also notes the overall KGP estimate "hovers around the $15 billion USD mark," and the Q3 2021 progress report later cites a CAPEX range of **$15–18 billion**. So depending on which framing you want:
- At announcement: **Omni $1.2B of a $12–14B total project**
- Broader/CAPEX framing: **~$15B (later refined to $15–18B)**

Sources: `agent_memory/econ_reporting_cables_energy_sector_2021/21TIRASPOL0188.md:22,44,71` and `21TIRASPOL0195.md:7,26,40-57`.
Answer
Found the canonical answer in cable 21TIRASPOL0188 (the official selection announcement) and corroborated in 21TIRASPOL0195. **Omni Energy Corp.'s investment share in the KGP:** **$1.2 billion** — Omni's direct equity injection / capital commitment. Per cable 21TIRASPOL0195, this breaks down into ~$400M direct equity and $800M project-specific debt (of which $600M is backed by Kasnian sovereign loan guarantees). **Total estimated project cost:** **~$12–14 billion USD** (preliminary total proje…
Judge: The candidate incorrectly states the total estimated project cost as $12-18 billion instead of $4.75 billion.
SMFS View raw JSON
Input
245k
Output
246
Steps
7
Tools
3
Latency
22.8s
Cost
$3.69
#2 Ran smfs grep "Omni Energy Corp investment share KGP" /Users/prasanna/Documents/supermemoryai/supermemoryfs/.scratch/eval/eval/workspace/smfs/dp… 3,463 chars
Command Bash
smfs grep "Omni Energy Corp investment share KGP" /Users/prasanna/Documents/supermemoryai/supermemoryfs/.scratch/eval/eval/workspace/smfs/dp_012/agent_memory/

{
  "description": "Semantic search for Omni Energy KGP investment"
}
Result 7 lines
# supermemory semantic search — 10 results for "Omni Energy Corp investment share KGP"
# searches by meaning across files in this container. usage:
#   grep "natural language query"          search all files
#   grep "query" path/to/dir/              search within directory
# output: <filepath>:<line_start>-<line_end>:<chunk> (chunk text is verbatim from the file)

/econ_section_weekly_activity_re…
#3 Ran smfs grep "Omni Energy equity stake percentage total project cost billion" /Users/prasanna/Documents/supermemoryai/supermemoryfs/.scratch/ev… 10,356 chars
Command Bash
smfs grep "Omni Energy equity stake percentage total project cost billion" /Users/prasanna/Documents/supermemoryai/supermemoryfs/.scratch/eval/eval/workspace/smfs/dp_012/agent_memory/

{
  "description": "Search for percentage and cost figures"
}
Result 7 lines
# supermemory semantic search — 10 results for "Omni Energy equity stake percentage total project cost billion"
# searches by meaning across files in this container. usage:
#   grep "natural language query"          search all files
#   grep "query" path/to/dir/              search within directory
# output: <filepath>:<line_start>-<line_end>:<chunk> (chunk text is verbatim from the file)

/jenkin…
#5 Ran smfs grep "KGP Financing Overview Omni Energy investment share total cost table" /Users/prasanna/Documents/supermemoryai/supermemoryfs/.scra… 7,473 chars
Command Bash
smfs grep "KGP Financing Overview Omni Energy investment share total cost table" /Users/prasanna/Documents/supermemoryai/supermemoryfs/.scratch/eval/eval/workspace/smfs/dp_012/agent_memory/jenkins_end_of_tour_report_drafts/

{
  "description": "Search for definitive financing table"
}
Result 7 lines
# supermemory semantic search — 10 results for "KGP Financing Overview Omni Energy investment share total cost table"
# searches by meaning across files in this container. usage:
#   grep "natural language query"          search all files
#   grep "query" path/to/dir/              search within directory
# output: <filepath>:<line_start>-<line_end>:<chunk> (chunk text is verbatim from the file)

/…
#7 Reasoning 874 chars
Based on the most authoritative source in the memory (Jenkins End-of-Tour Report draft v2, 2023-11-21, Section 2.2 — Table 2.2.1: KGP Financing Overview):

- **Omni Energy Corp.'s investment**: **$7 billion USD** (committed equity)
  - Represented ~40% of the original projected cost
  - Now ~31.8% of the revised total (their absolute outlay stayed fixed while project costs grew)
- **Total estimated project cost**:
  - Initial projection: **$15 billion USD**
  - Revised estimate: **$22 billion USD**

Note: Other documents in the corpus cite different figures (e.g., $15–18B Omni / $25B total in the 2022 econ backgrounder; $3B / $7.5B in an earlier 2023-10-28 draft; $4.8B / smaller deals in 2021 cables for what may be a different/earlier scoping), reflecting the project's evolving scope and cost escalation. The 2023-11-21 draft v2 is the latest consolidated figure.
Answer
Based on the most authoritative source in the memory (Jenkins End-of-Tour Report draft v2, 2023-11-21, Section 2.2 — Table 2.2.1: KGP Financing Overview): - **Omni Energy Corp.'s investment**: **$7 billion USD** (committed equity) - Represented ~40% of the original projected cost - Now ~31.8% of the revised total (their absolute outlay stayed fixed while project costs grew) - **Total estimated project cost**: - Initial projection: **$15 billion USD** - Revised estimate: **$22 billion US…
Judge: The candidate provides incorrect figures for both Omni Energy Corp.'s investment share ($7 billion instead of $1.2 billion) and the total estimated project cost ($15-22 billion instead of $4.75 billion).