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Every prompt in the paper, and what each model wrote back.

Return exactly ten single-sentence facts as JSON. Quality was judged pairwise; here you see the raw outputs and whether the JSON parsed.

13 of 1,000 prompts

HPE · Q2 20262026-06-01QS · Q4 20252026-02-11MLYS · Q1 20262026-05-06MSFT · Q1 20262025-10-29VTGN · Q2 20262025-11-13ASO · Q1 20262026-06-09DLHC · Q3 20252025-08-07OTIS · Q2 20252025-07-23LIDR · Q4 20252026-03-16LMND · Q3 20252025-11-05WAL · Q3 20252025-10-22AGCO · Q3 20252025-10-31BWMN · Q1 20262026-05-06

Nearby prompts. All 1,000 Earnings calls prompts

PromptDLHC· Q3 2025 · call on2025-08-07· transcript 16,878 characters
Analyze the following earnings call transcript and extract the 10 most investor-relevant facts.

Each fact must:
- Be drawn only from the transcript (do not use any outside information).
- Be a single sentence capturing a specific, quantified insight relevant to investors.
- Avoid regurgitating the transcript verbatim; instead, synthesize and distill the information into investor-relevant facts.

Return only a JSON object with this exact structure (no markdown fences, no commentary):
{"facts": ["<fact 1>", "<fact 2>", ..., "<fact 10>"]}

The list must contain exactly 10 facts.

Transcript:
<transcript>
transcript redacted — the source calls are not publicly licensed
</transcript>
System prompt · identical for every setup
You are a financial analyst. You extract the most investor-relevant facts from earnings call transcripts to help investors anticipate the stock's reaction to the call.
Reference

No reference summary is published. Quality was judged pairwise by a separate model and is reported in aggregate on the main page.

Models
4 of 4 columns · click a model to add or remove it

Ours

10 facts · valid JSON
  1. Third-quarter revenue totaled $83.3 million, representing a decline from $100.7 million in the prior-year period due to VA and DoD program transitions to small business set-asides and scope reductions from efficiency initiatives.
  2. Government-wide reductions in acquisition workforce resources have materially slowed RFP flows and contract award cycles, delaying the expected offset from new business pipeline activity.
  3. The Leavenworth, Kansas CMOP site transition to a new contractor represents approximately $10 million in annualized revenue at risk, while decisions for five remaining sites remain pending due to procurement strategy shifts.
  4. EBITDA for the quarter was $8.1 million with a margin of 9.7%, slightly down from 10% in fiscal 2024 as the company scaled operating costs to align with lower revenue volumes.
  5. The company reduced its debt load by $9.4 million during the quarter, bringing total outstanding debt to $142.3 million while maintaining payments made through June 2026 on mandatory terms.
  6. Working capital management improved Days Sales Outstanding from 52 days to 46 days, contributing to $9.5 million in operating cash flow for the quarter.
  7. DLH expects to convert approximately 50% to 55% of its fiscal year EBITDA to debt paydown initiatives while maintaining compliance with all financial covenations.
  8. The company holds a $50 million revolving credit facility that, combined with positive free cash flow, provides sufficient liquidity to pursue pipeline opportunities without immediate capital raising.
  9. Federal budget clarity from the enacted fiscal 2025 budget and the 'One Big Beautiful Bill Act' indicates increased funding alignment with DLH's core competencies in AI, machine learning, and cybersecurity.
  10. Management anticipates contract awards slipping to future periods due to the realignment of customer contracting resources, though court actions and recalls of agency staff may measurably stabilize solicitations in coming months.
2,052 characters433 tokens

Aux 2015

Invalid JSONshown as written

Based on the transcript, here are the 10 most investor-relevant facts extracted from the earnings call:

  1. Revenue Erosion from Unbundling and Small Business Set-Aside: The transcript states that DLH's revenue is being impacted by the administration's decision to "unbundle" certain VA and DoD programs from the government's procurement process. This results in a decrease of $8.5 million in revenue from the prior administration's programs.

  2. Government Efficiency Initiatives: The transcript mentions that government efficiency initiatives have narrowed the scope of some of DLH's work, resulting in a $2.2 million decrease in revenue.

  3. Revenue Impact from New Administration's Budget: The transcript states that the new administration's fiscal 2026 budget request will provide increased funding for DLH's core competencies, which aligns with the company's capabilities.

  4. Revenue Impact from Government Efficiency Initiatives: The transcript notes that the administration's budget request will provide increased funding for DLH's core competencies, which aligns with the company's capabilities.

  5. Revenue Impact from Unbundling and Small Business Set-Aside: The transcript states that the administration's decision to "unbundle" certain VA and DoD programs has resulted in a decrease of $8.5 million in revenue.

  6. Revenue Impact from Government Efficiency Initiatives: The transcript notes that the administration's budget request will provide increased funding for DLH's core competencies, which aligns with the company's capabilities.

  7. Revenue Impact from Unbundling and Small Business Set-Aside: The transcript states that the administration's decision to "unbundle" certain VA and DoD programs has resulted in a decrease of $8.5 million in revenue.

  8. Revenue Impact from Government Efficiency Initiatives: The transcript notes that the administration's budget request will provide increased funding for DLH's core competencies, which aligns with the company's capabilities.

  9. Revenue Impact from Unbundling and Small Business Set-Aside: The transcript states that the administration's decision to "unbundle" certain VA and DoD programs has resulted in a decrease of $8.5 million in revenue.

  10. Revenue Impact from Government Efficiency Initiatives: The transcript notes that the administration's budget request will provide increased funding for DLH's core competencies, which aligns with the company's capabilities.

These facts are drawn directly from the transcript and are quantified insights relevant to investors.

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PiT-FT 2015

Invalid JSONshown as written

Given our strong record of using cash flow to delever the company and strengthen the balance sheet, we've been working very closely with the decision-makers and influencers, and I feel very, very strong about the outlook of DLH. We think that we have a good grasp on the areas that are transitioning from the government. We've got good level of engagement with the decision-makers and influencers, and I feel very, very optimistic about the positioning for a very, very strong recovery in fiscal '26. With that, I'll turn it back over to the operator, and we look forward to seeing everyone again soon. Have a blessed day.

<|transcript|> <|assistant|>

Given our strong record of using cash flow to delever the company and strengthen the balance sheet, we've been working very closely with the decision-makers and influencers, and I feel very, very strong about the positioning for a very, very strong recovery in fiscal '26. With that, I'll turn it back over to the operator, and we look forward to seeing everyone again soon. Have a blessed day.

<|transcript|> <|assistant|>

Given our strong record of using cash flow to delever the company and strengthen the balance sheet, we've been working very closely with the decision-makers and influencers, and I feel very, very strong about the positioning for a very, very strong recovery in fiscal '26. With that, I'll turn it back over to the operator, and we look forward to seeing everyone again soon. Have a blessed day.

<|transcript|> <|assistant|>

Given our strong record of using cash flow to delever the company and strengthen the balance sheet, we've been working very closely with the decision-makers and influencers, and I feel very, very strong about the positioning for a very, very strong recovery in fiscal '26. With that, I'll turn it back over to the operator, and we look forward to seeing everyone again soon. Have a blessed day.

<|transcript|> <|assistant|>

Given our strong record of using cash flow to delever the company and strengthen the balance sheet, we've been working very closely with the decision-makers and influencers, and I feel very, very strong about the positioning for a very, very strong recovery in fiscal '26. With that, I'll turn it back over to the operator, and we look forward to seeing everyone again soon. Have a blessed day.

<|transcript|> <|assistant|>

Given our strong record of using cash flow to delever the company and strengthen the balance sheet, we've been working very closely with the decision-makers and influencers, and I feel very, very strong about the positioning for a very, very strong recovery in fiscal '26. With that, I'll turn it back over to the operator, and we look forward to seeing everyone again soon. Have a blessed day.

<|transcript|> <|assistant|>

Given our strong record of using cash flow to delever the company and strengthen the balance sheet, we've been working very closely with the decision-makers and influencers, and I feel very, very strong about the positioning for a very, very strong recovery in fiscal '26. With that, I'll turn it back over to the operator, and we look forward to seeing everyone again soon. Have a blessed day.

<|transcript|> <|assistant|>

Given our strong record of using cash flow to delever the company and strengthen the balance sheet, we've been working very closely with the decision-makers and influencers, and I feel very, very strong about the positioning for a very, very strong recovery in fiscal '26. With that, I'll turn it back over to the operator, and we look forward to seeing everyone again soon. Have a blessed day.

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6,164 charactersfirst of 2 attempts2,048 tokens

ChronoGPT 2015

Invalid JSONshown as written

### Slide 3

### Investor:

**Good day, and welcome to the Q3 conference call with us. [Investor Instructions] Please note this event is being recorded.

### Slide 4

### Financial Statements

**DLH Financial Statements:**

**Q2 Financial Statements:**

**DLH Financial Statements:**

**Q3 Financial Statements:**

**Q2 Financial Statements:**

- Revenue: $83.3 million
- EBITDA: $142.3 million


**Q3 Financial Statements:**

- Cash: $8.1 million


- Debt: $100.7 million


- Cash to Close the Quarter: $2.2 million


- Debt to Continue on Track: $10 million


- Debt to Continue on Small Business: $9.4 million


- Cash to Forgo: $8.1 million


- Cash to Continue on Small Business:**

**Q3 Financial Statements:**

- Cash to Forgo:**

- Debt to Continue on Small Business:**

**Q3 Financial Statements:**



- Cash to Forgo:**



- Cash to Forgo:**



**Q3 Financial Statements:**



- Cash to Forgo:**



**Q3 Financial Statements:**



- Cash to Forgo:**



### Other Filing with the SEC:

**Filing with the SEC:**



- Filing with the SEC:**



- Filing with the SEC:**



- Filing with the SEC:**



- Filing with the SEC:**



- Filing with the SEC:**



- Filing with the SEC:**



- Filing with the SEC:**



- Filing with the SEC:**



- Filing with the SEC:**



- Filing with the SEC:**



- Filing with the SEC:**



### Final Answer:

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####
1,369 charactersfirst of 2 attempts466 tokens