run_id stringclasses 46
values | dimension stringclasses 5
values | example_id stringclasses 12
values | score null | latency_ms int64 0 868k ⌀ | markdown stringlengths 0 5.46k ⌀ | raw_example_metrics null |
|---|---|---|---|---|---|---|
h02_claude_single | table | table/222876fb_page22 | null | 0 | LTC2228/LTC2227/LTC2226
## APPLICATIONS INFORMATION
digital outputs of the LTC2228/LTC2227/LTC2226 should drive a minimal capacitive load to avoid possible interaction between the digital outputs and sensitive input circuitry. The output should be buffered with a device such as an ALVCH16373 CMOS latch. For full spee... | null |
h02_claude_single | table | table/SERFF_Interstate_random_pages 1_page276 | null | 0 | # ACTUARIAL MEMORANDUM
## Supporting Policy Form:
<table>
<tr><td>ICC18 ENT-06 1805</td><td>Single Premium Deferred Annuity Contract with Market Value Adjustment Feature</td></tr>
<tr><td>ICC18 ENT-06 1805 DP</td><td>Data Page</td></tr>
<tr><td>ICC18 ENT-06 1805 DP-A</td><td>Data Page</td></tr>
<tr><td>ICC18 ENT-06 1... | null |
h02_claude_single | table | table/SERFF_TX_random_pages 1_page1299 | null | 0 | Sheet 5 of 5
## EXHIBIT A
## TEXAS WORKERS' COMPENSATION RELATIVITIES<br>AVAILABLE FOR IMMEDIATE USE<br>MANDATORY EFFECTIVE DATE 7/1/2016
<table>
<tr><th>Class</th><th>Relativity</th><th>Class</th><th>Relativity</th></tr>
<tr><td>8833</td><td>1.08</td><td></td><td></td></tr>
<tr><td>8837</td><td>'a'</td><td></td><td... | null |
h02_claude_single | chart | chart/05021ff2-en_p19 | null | 0 | | 17
## Figure 2.2. Total merger notifications (left) and the average annual growth rate (right) for OECD and Non-OECD jurisdictions, 2015-2024
[Figure: Two charts. Left: stacked bar chart titled "Total number of merger notifications" showing OECD (dark blue) and Non-OECD (pink) merger notifications by year, 2015-202... | null |
h02_claude_single | chart | chart/US_Professional_Services_Partner_Compensation_Survey_2024_p11 | null | 0 | HEIDRICK & STRUGGLES
# Year-over-year hiring trends
## Partner turnover
In response to a slower 2023, wherein people voluntarily or involuntarily chose to leave, respondents reported partner turnover was higher in 2024 compared to 2022: 49% of respondents said partner turnover was higher or significantly higher comp... | null |
h02_claude_single | chart | chart/ADL_Future_of_automotive_mobility_2024_1_p17 | null | 0 | ARTHUR D. LITTLE
This correlation between income and acceptance of autonomous driving holds in all regions, though the threshold for acceptance varies. In China, we see 34% net approval at average income and city size between 1 and 5 million people, while in the US we need to move to cities with 5 million inhabitants ... | null |
h02_claude_single | layout | layout/20240924_000946_P40U_HOWLKAL1IL81NTE2.1_p44 | null | 0 | **42** STARHILL GLOBAL REIT
## Australia Properties
# David Jones Building
Four-storey heritage-listed building for retail use.
Centrally located in Perth's prime retail stretch, the David Jones Building sits on a freehold site of approximately 71,473 sq ft in the Perth CBD in Australia. It enjoys dual frontage to ... | null |
h02_claude_single | layout | layout/2602.19961v1_p1 | null | 0 | arXiv:2602.19961v1 [cs.CL] 23 Feb 2026
# Unlocking Multimodal Document Intelligence: From Current Triumphs to Future Frontiers of Visual Document Retrieval
Yibo Yan<sup>1,2,3</sup>, Jiahao Huo<sup>1,2,4</sup>, Guanbo Feng<sup>1</sup>, Mingdong Ou<sup>2,*</sup>, Yi Cao<sup>2</sup>, Xin Zou<sup>1,3</sup>, Shuliang Liu<... | null |
h02_claude_single | layout | layout/3m-2025-global-impact-report_p26 | null | 0 | Introduction | Our workplace | Innovation | Circularity | **Climate** | Communities | Governance | Appendix
3M | **2025 Global Impact Report** 26
## Scope 1 and 2 emissions
In 2002 we calculated our first GHG inventories using IPCC TAR. Since then, our actions have included joining RE100 and the Department of Energy... | null |
h02_claude_single | text_content | text/text_simple__results | null | 0 | 1997D0107 — SV — 21.07.2012 — 003.001 — 1
**Detta dokument är endast avsett som dokumentationshjälpmedel och institutionerna ansvarar inte för innehållet**
►<u>B</u>
# **KOMMISSIONENS BESLUT**
**av den 16 januari 1997**
**om godkännande av metoder för att klassificera slaktkroppar av gris i Belgien**
**(Endast de... | null |
h02_claude_single | text_content | text/text_ocr__p4013 | null | 0 | UNCLASSIFIED
[Figure: Redacted classification stamp obscured by black marker]
## (RESTRICTED) ITEM NO 13
<u>LIGHT AIRCRAFT PHOTOGRAPHIC MODIFICATION.</u> - Recommend that Army aircraft organic to the infantry division be modified and additional photographic equipment authorized in order to improve air photo reconnai... | null |
h02_claude_single | text_content | text/text_simple__edited | null | 0 | **NATIONAL UNION FIRE INSURANCE COMPANY OF PITTSBURGH, PA**
**PSYCHIATRISTS PROFESSIONAL LIABILITY INSURANCE PROGRAM**
**CALIFORNIA MANUAL RULES**
## **Rule 10.** **Schedule Rating Plan – Group Accounts (cont'd)**
Medical Group which would receive a credit would employ a dedicated risk manager and have favorable fina... | null |
h02_claude_single | text_formatting | text/text_ocr__p4013 | null | 0 | UNCLASSIFIED
[Figure: Redacted classification stamp obscured by black marker]
## (RESTRICTED) ITEM NO 13
<u>LIGHT AIRCRAFT PHOTOGRAPHIC MODIFICATION.</u> - Recommend that Army aircraft organic to the infantry division be modified and additional photographic equipment authorized in order to improve air photo reconnai... | null |
h02_claude_single | text_formatting | text/text_simple__edited | null | 0 | **NATIONAL UNION FIRE INSURANCE COMPANY OF PITTSBURGH, PA**
**PSYCHIATRISTS PROFESSIONAL LIABILITY INSURANCE PROGRAM**
**CALIFORNIA MANUAL RULES**
## **Rule 10.** **Schedule Rating Plan – Group Accounts (cont'd)**
Medical Group which would receive a credit would employ a dedicated risk manager and have favorable fina... | null |
h02_claude_single | text_formatting | text/text_simple__results | null | 0 | 1997D0107 — SV — 21.07.2012 — 003.001 — 1
**Detta dokument är endast avsett som dokumentationshjälpmedel och institutionerna ansvarar inte för innehållet**
►<u>B</u>
# **KOMMISSIONENS BESLUT**
**av den 16 januari 1997**
**om godkännande av metoder för att klassificera slaktkroppar av gris i Belgien**
**(Endast de... | null |
h03_codex_single | table | table/222876fb_page22 | null | 30,701 | LTC2228/LTC2227/LTC2226
# APPLICATIONS INFORMATION
Digital outputs of the LTC2228/LTC2227/LTC2226 should drive a minimal capacitive load to avoid possible interaction between the digital outputs and sensitive input circuitry. The output should be buffered with a device such as the ALVCH16373 CMOS latch. For full spee... | null |
h03_codex_single | table | table/SERFF_Interstate_random_pages 1_page276 | null | 12,502 | # ACTUARIAL MEMORANDUM
## **Supporting Policy Form:**
<table>
<tr>
<td>ICC18 ENT-06 1805</td>
<td>Single Premium Deferred Annuity Contract with Market<br>Value Adjustment Feature</td>
</tr>
<tr>
<td>ICC18 ENT-06 1805 DP</td>
<td>Data Page</td>
</tr>
<tr>
<td>ICC18 ENT-06 1805 DP-A</td>
... | null |
h03_codex_single | table | table/SERFF_TX_random_pages 1_page1299 | null | 30,377 | Sheet 5 of 5
## **EXHIBIT A**
# TEXAS WORKERS' COMPENSATION RELATIVITIES
AVAILABLE FOR IMMEDIATE USE
MANDATORY EFFECTIVE DATE 7/1/2016
<table>
<thead>
<tr>
<th>Class</th>
<th>Relativity</th>
<th>Class</th>
<th>Relativity</th>
</tr>
</thead>
<tbody>
<tr><td>8833</td><td>1... | null |
h03_codex_single | chart | chart/05021ff2-en_p19 | null | 34,142 | 17
**Figure 2.2. Total merger notifications (left) and the average annual growth rate (right) for OECD and Non-OECD jurisdictions, 2015-2024**
<table>
<thead>
<tr>
<th>Year</th>
<th>OECD merger notifications</th>
<th>Non-OECD merger notifications</th>
<th>Total merger notifications</th>
</tr>
</thead>
<tbody>
<tr><td... | null |
h03_codex_single | chart | chart/US_Professional_Services_Partner_Compensation_Survey_2024_p11 | null | 15,580 | HEIDRICK & STRUGGLES
# Year-over-year<br>hiring trends
## Partner turnover
In response to a slower 2023, wherein people voluntarily or involuntarily chose to leave, respondents reported partner turnover was higher in 2024 compared to 2022: 49% of respondents said partner turnover was higher or significantly high... | null |
h03_codex_single | chart | chart/ADL_Future_of_automotive_mobility_2024_1_p17 | null | 22,674 | ARTHUR D. LITTLE
This correlation between income and acceptance of autonomous driving holds in all regions, though the threshold for acceptance varies. In China, we see 34% net approval at average income and city size between 1 and 5 million people, while in the US we need to move to cities with 5 million inhabitants ... | null |
h03_codex_single | layout | layout/20240924_000946_P40U_HOWLKAL1IL81NTE2.1_p44 | null | 25,427 | 42 STARHILL GLOBAL REIT
## Australia Properties
# David Jones<br>Building
Four-storey heritage-listed building for retail use.
Centrally located in Perth’s prime retail stretch, the David Jones Building sits on a freehold site of approximately 71,473 sq ft in the Perth CBD in Australia. It enjoys dual frontage to t... | null |
h03_codex_single | layout | layout/2602.19961v1_p1 | null | 25,912 | # Unlocking Multimodal Document Intelligence:<br>From Current Triumphs to Future Frontiers of Visual Document Retrieval
**Yibo Yan**<sup>1,2,3</sup>, **Jiahao Huo**<sup>1,2,4</sup>, **Guanbo Feng**<sup>1</sup>, **Mingdong Ou**<sup>2,\*</sup>, **Yi Cao**<sup>2</sup>,<br>**Xin Zou**<sup>1,3</sup>, **Shuliang Liu**<sup>1... | null |
h03_codex_single | layout | layout/3m-2025-global-impact-report_p26 | null | 25,553 | ☰
Introduction Our workplace Innovation Circularity <span style="color:#d71920">Climate</span> Communities Governance Appendix
3M | **2025 Global Impact Report** 26
# Scope 1 and 2 emissions
In 2002 we calculated our first GHG inventories using IPCC TAR. Since then, our actions have included joining RE100 an... | null |
h03_codex_single | text_content | text/text_simple__results | null | 18,582 | 1997D0107 — SV — 21.07.2012 — 003.001 — 1
**Detta dokument är endast avsett som dokumentationshjälpmedel och institutionerna ansvarar inte för innehållet**
## ▶ **B**
# **KOMMISSIONENS BESLUT**
# **av den 16 januari 1997**
# **om godkännande av metoder för att klassificera slaktkroppar av gris i Belgien**
# **(En... | null |
h03_codex_single | text_content | text/text_ocr__p4013 | null | 14,173 | UNCLASSIFIED
[Redacted classification markings]
## (RESTRICTED)
## ITEM NO 13
# **<u>LIGHT AIRCRAFT PHOTOGRAPHIC MODIFICATION.</u>** — Recommend that Army aircraft organic to the infantry division be modified and additional photographic equipment authorized in order to improve air photo reconnaissance operations.
... | null |
h03_codex_single | text_content | text/text_simple__edited | null | 17,744 | NATIONAL UNION FIRE INSURANCE COMPANY OF PITTSBURGH, PA<br>PSYCHIATRISTS PROFESSIONAL LIABILITY INSURANCE PROGRAM<br>CALIFORNIA MANUAL RULES
<table><tr><th>Rule 10.</th><th>Schedule Rating Plan – Group Accounts (cont’d)</th></tr></table>
Medical Group which would receive a credit would employ a dedicated risk manager... | null |
h03_codex_single | text_formatting | text/text_ocr__p4013 | null | 14,173 | UNCLASSIFIED
[Redacted classification markings]
## (RESTRICTED)
## ITEM NO 13
# **<u>LIGHT AIRCRAFT PHOTOGRAPHIC MODIFICATION.</u>** — Recommend that Army aircraft organic to the infantry division be modified and additional photographic equipment authorized in order to improve air photo reconnaissance operations.
... | null |
h03_codex_single | text_formatting | text/text_simple__edited | null | 17,744 | NATIONAL UNION FIRE INSURANCE COMPANY OF PITTSBURGH, PA<br>PSYCHIATRISTS PROFESSIONAL LIABILITY INSURANCE PROGRAM<br>CALIFORNIA MANUAL RULES
<table><tr><th>Rule 10.</th><th>Schedule Rating Plan – Group Accounts (cont’d)</th></tr></table>
Medical Group which would receive a credit would employ a dedicated risk manager... | null |
h03_codex_single | text_formatting | text/text_simple__results | null | 18,582 | 1997D0107 — SV — 21.07.2012 — 003.001 — 1
**Detta dokument är endast avsett som dokumentationshjälpmedel och institutionerna ansvarar inte för innehållet**
## ▶ **B**
# **KOMMISSIONENS BESLUT**
# **av den 16 januari 1997**
# **om godkännande av metoder för att klassificera slaktkroppar av gris i Belgien**
# **(En... | null |
h04_claude_single_snap | table | table/222876fb_page22 | null | 0 | LTC2228/LTC2227/LTC2226
## APPLICATIONS INFORMATION
digital outputs of the LTC2228/LTC2227/LTC2226 should drive a minimal capacitive load to avoid possible interaction between the digital outputs and sensitive input circuitry. The output should be buffered with a device such as an ALVCH16373 CMOS latch. For full spee... | null |
h04_claude_single_snap | table | table/SERFF_Interstate_random_pages 1_page276 | null | 0 | # ACTUARIAL MEMORANDUM
## Supporting Policy Form:
<table>
<tr><td>ICC18 ENT-06 1805</td><td>Single Premium Deferred Annuity Contract with Market Value Adjustment Feature</td></tr>
<tr><td>ICC18 ENT-06 1805 DP</td><td>Data Page</td></tr>
<tr><td>ICC18 ENT-06 1805 DP-A</td><td>Data Page</td></tr>
<tr><td>ICC18 ENT-06 1... | null |
h04_claude_single_snap | table | table/SERFF_TX_random_pages 1_page1299 | null | 0 | Sheet 5 of 5
## EXHIBIT A
## TEXAS WORKERS' COMPENSATION RELATIVITIES<br>AVAILABLE FOR IMMEDIATE USE<br>MANDATORY EFFECTIVE DATE 7/1/2016
<table>
<tr><th>Class</th><th>Relativity</th><th>Class</th><th>Relativity</th></tr>
<tr><td>8833</td><td>1.08</td><td></td><td></td></tr>
<tr><td>8837</td><td>'a'</td><td></td><td... | null |
h04_claude_single_snap | chart | chart/05021ff2-en_p19 | null | 0 | | 17
## Figure 2.2. Total merger notifications (left) and the average annual growth rate (right) for OECD and Non-OECD jurisdictions, 2015-2024
[Figure: Two charts. Left: stacked bar chart titled "Total number of merger notifications" showing OECD (dark blue) and Non-OECD (pink) merger notifications by year, 2015-202... | null |
h04_claude_single_snap | chart | chart/ADL_Future_of_automotive_mobility_2024_1_p17 | null | 0 | ARTHUR D. LITTLE
This correlation between income and acceptance of autonomous driving holds in all regions, though the threshold for acceptance varies. In China, we see 34% net approval at average income and city size between 1 and 5 million people, while in the US we need to move to cities with 5 million inhabitants ... | null |
h04_claude_single_snap | chart | chart/US_Professional_Services_Partner_Compensation_Survey_2024_p11 | null | 0 | HEIDRICK & STRUGGLES
# Year-over-year hiring trends
## Partner turnover
In response to a slower 2023, wherein people voluntarily or involuntarily chose to leave, respondents reported partner turnover was higher in 2024 compared to 2022: 49% of respondents said partner turnover was higher or significantly higher comp... | null |
h04_claude_single_snap | layout | layout/20240924_000946_P40U_HOWLKAL1IL81NTE2.1_p44 | null | 0 | **42** STARHILL GLOBAL REIT
## Australia Properties
# David Jones Building
Four-storey heritage-listed building for retail use.
Centrally located in Perth's prime retail stretch, the David Jones Building sits on a freehold site of approximately 71,473 sq ft in the Perth CBD in Australia. It enjoys dual frontage to ... | null |
h04_claude_single_snap | layout | layout/2602.19961v1_p1 | null | 0 | arXiv:2602.19961v1 [cs.CL] 23 Feb 2026
# Unlocking Multimodal Document Intelligence: From Current Triumphs to Future Frontiers of Visual Document Retrieval
Yibo Yan<sup>1,2,3</sup>, Jiahao Huo<sup>1,2,4</sup>, Guanbo Feng<sup>1</sup>, Mingdong Ou<sup>2,*</sup>, Yi Cao<sup>2</sup>, Xin Zou<sup>1,3</sup>, Shuliang Liu<... | null |
h04_claude_single_snap | layout | layout/3m-2025-global-impact-report_p26 | null | 0 | Introduction | Our workplace | Innovation | Circularity | **Climate** | Communities | Governance | Appendix
3M | **2025 Global Impact Report** 26
## Scope 1 and 2 emissions
In 2002 we calculated our first GHG inventories using IPCC TAR. Since then, our actions have included joining RE100 and the Department of Energy... | null |
h04_claude_single_snap | text_content | text/text_simple__results | null | 0 | 1997D0107 — SV — 21.07.2012 — 003.001 — 1
**Detta dokument är endast avsett som dokumentationshjälpmedel och institutionerna ansvarar inte för innehållet**
►<u>B</u>
# **KOMMISSIONENS BESLUT**
**av den 16 januari 1997**
**om godkännande av metoder för att klassificera slaktkroppar av gris i Belgien**
**(Endast de... | null |
h04_claude_single_snap | text_content | text/text_ocr__p4013 | null | 0 | UNCLASSIFIED
[Figure: Redacted classification stamp obscured by black marker]
## (RESTRICTED) ITEM NO 13
<u>LIGHT AIRCRAFT PHOTOGRAPHIC MODIFICATION.</u> - Recommend that Army aircraft organic to the infantry division be modified and additional photographic equipment authorized in order to improve air photo reconnai... | null |
h04_claude_single_snap | text_content | text/text_simple__edited | null | 0 | **NATIONAL UNION FIRE INSURANCE COMPANY OF PITTSBURGH, PA**
**PSYCHIATRISTS PROFESSIONAL LIABILITY INSURANCE PROGRAM**
**CALIFORNIA MANUAL RULES**
## **Rule 10.** **Schedule Rating Plan – Group Accounts (cont'd)**
Medical Group which would receive a credit would employ a dedicated risk manager and have favorable fina... | null |
h04_claude_single_snap | text_formatting | text/text_ocr__p4013 | null | 0 | UNCLASSIFIED
[Figure: Redacted classification stamp obscured by black marker]
## (RESTRICTED) ITEM NO 13
<u>LIGHT AIRCRAFT PHOTOGRAPHIC MODIFICATION.</u> - Recommend that Army aircraft organic to the infantry division be modified and additional photographic equipment authorized in order to improve air photo reconnai... | null |
h04_claude_single_snap | text_formatting | text/text_simple__results | null | 0 | 1997D0107 — SV — 21.07.2012 — 003.001 — 1
**Detta dokument är endast avsett som dokumentationshjälpmedel och institutionerna ansvarar inte för innehållet**
►<u>B</u>
# **KOMMISSIONENS BESLUT**
**av den 16 januari 1997**
**om godkännande av metoder för att klassificera slaktkroppar av gris i Belgien**
**(Endast de... | null |
h04_claude_single_snap | text_formatting | text/text_simple__edited | null | 0 | **NATIONAL UNION FIRE INSURANCE COMPANY OF PITTSBURGH, PA**
**PSYCHIATRISTS PROFESSIONAL LIABILITY INSURANCE PROGRAM**
**CALIFORNIA MANUAL RULES**
## **Rule 10.** **Schedule Rating Plan – Group Accounts (cont'd)**
Medical Group which would receive a credit would employ a dedicated risk manager and have favorable fina... | null |
h05_codex_single_snap | table | table/222876fb_page22 | null | 30,701 | LTC2228/LTC2227/LTC2226
# APPLICATIONS INFORMATION
Digital outputs of the LTC2228/LTC2227/LTC2226 should drive a minimal capacitive load to avoid possible interaction between the digital outputs and sensitive input circuitry. The output should be buffered with a device such as the ALVCH16373 CMOS latch. For full spee... | null |
h05_codex_single_snap | table | table/SERFF_Interstate_random_pages 1_page276 | null | 12,502 | # ACTUARIAL MEMORANDUM
## **Supporting Policy Form:**
<table>
<tr>
<td>ICC18 ENT-06 1805</td>
<td>Single Premium Deferred Annuity Contract with Market<br>Value Adjustment Feature</td>
</tr>
<tr>
<td>ICC18 ENT-06 1805 DP</td>
<td>Data Page</td>
</tr>
<tr>
<td>ICC18 ENT-06 1805 DP-A</td>
... | null |
h05_codex_single_snap | table | table/SERFF_TX_random_pages 1_page1299 | null | 30,377 | Sheet 5 of 5
## **EXHIBIT A**
# TEXAS WORKERS' COMPENSATION RELATIVITIES
AVAILABLE FOR IMMEDIATE USE
MANDATORY EFFECTIVE DATE 7/1/2016
<table>
<thead>
<tr>
<th>Class</th>
<th>Relativity</th>
<th>Class</th>
<th>Relativity</th>
</tr>
</thead>
<tbody>
<tr><td>8833</td><td>1... | null |
h05_codex_single_snap | chart | chart/05021ff2-en_p19 | null | 34,142 | 17
**Figure 2.2. Total merger notifications (left) and the average annual growth rate (right) for OECD and Non-OECD jurisdictions, 2015-2024**
<table>
<thead>
<tr>
<th>Year</th>
<th>OECD merger notifications</th>
<th>Non-OECD merger notifications</th>
<th>Total merger notifications</th>
</tr>
</thead>
<tbody>
<tr><td... | null |
h05_codex_single_snap | chart | chart/US_Professional_Services_Partner_Compensation_Survey_2024_p11 | null | 15,580 | HEIDRICK & STRUGGLES
# Year-over-year<br>hiring trends
## Partner turnover
In response to a slower 2023, wherein people voluntarily or involuntarily chose to leave, respondents reported partner turnover was higher in 2024 compared to 2022: 49% of respondents said partner turnover was higher or significantly high... | null |
h05_codex_single_snap | chart | chart/ADL_Future_of_automotive_mobility_2024_1_p17 | null | 22,674 | ARTHUR D. LITTLE
This correlation between income and acceptance of autonomous driving holds in all regions, though the threshold for acceptance varies. In China, we see 34% net approval at average income and city size between 1 and 5 million people, while in the US we need to move to cities with 5 million inhabitants ... | null |
h05_codex_single_snap | layout | layout/20240924_000946_P40U_HOWLKAL1IL81NTE2.1_p44 | null | 25,427 | 42 STARHILL GLOBAL REIT
## Australia Properties
# David Jones<br>Building
Four-storey heritage-listed building for retail use.
Centrally located in Perth’s prime retail stretch, the David Jones Building sits on a freehold site of approximately 71,473 sq ft in the Perth CBD in Australia. It enjoys dual frontage to t... | null |
h05_codex_single_snap | layout | layout/2602.19961v1_p1 | null | 25,912 | # Unlocking Multimodal Document Intelligence:<br>From Current Triumphs to Future Frontiers of Visual Document Retrieval
**Yibo Yan**<sup>1,2,3</sup>, **Jiahao Huo**<sup>1,2,4</sup>, **Guanbo Feng**<sup>1</sup>, **Mingdong Ou**<sup>2,\*</sup>, **Yi Cao**<sup>2</sup>,<br>**Xin Zou**<sup>1,3</sup>, **Shuliang Liu**<sup>1... | null |
h05_codex_single_snap | layout | layout/3m-2025-global-impact-report_p26 | null | 25,553 | ☰
Introduction Our workplace Innovation Circularity <span style="color:#d71920">Climate</span> Communities Governance Appendix
3M | **2025 Global Impact Report** 26
# Scope 1 and 2 emissions
In 2002 we calculated our first GHG inventories using IPCC TAR. Since then, our actions have included joining RE100 an... | null |
h05_codex_single_snap | text_content | text/text_simple__results | null | 18,582 | 1997D0107 — SV — 21.07.2012 — 003.001 — 1
**Detta dokument är endast avsett som dokumentationshjälpmedel och institutionerna ansvarar inte för innehållet**
## ▶ **B**
# **KOMMISSIONENS BESLUT**
# **av den 16 januari 1997**
# **om godkännande av metoder för att klassificera slaktkroppar av gris i Belgien**
# **(En... | null |
h05_codex_single_snap | text_content | text/text_ocr__p4013 | null | 14,173 | UNCLASSIFIED
[Redacted classification markings]
## (RESTRICTED)
## ITEM NO 13
# **<u>LIGHT AIRCRAFT PHOTOGRAPHIC MODIFICATION.</u>** — Recommend that Army aircraft organic to the infantry division be modified and additional photographic equipment authorized in order to improve air photo reconnaissance operations.
... | null |
h05_codex_single_snap | text_content | text/text_simple__edited | null | 17,744 | NATIONAL UNION FIRE INSURANCE COMPANY OF PITTSBURGH, PA<br>PSYCHIATRISTS PROFESSIONAL LIABILITY INSURANCE PROGRAM<br>CALIFORNIA MANUAL RULES
<table><tr><th>Rule 10.</th><th>Schedule Rating Plan – Group Accounts (cont’d)</th></tr></table>
Medical Group which would receive a credit would employ a dedicated risk manager... | null |
h05_codex_single_snap | text_formatting | text/text_ocr__p4013 | null | 14,173 | UNCLASSIFIED
[Redacted classification markings]
## (RESTRICTED)
## ITEM NO 13
# **<u>LIGHT AIRCRAFT PHOTOGRAPHIC MODIFICATION.</u>** — Recommend that Army aircraft organic to the infantry division be modified and additional photographic equipment authorized in order to improve air photo reconnaissance operations.
... | null |
h05_codex_single_snap | text_formatting | text/text_simple__results | null | 18,582 | 1997D0107 — SV — 21.07.2012 — 003.001 — 1
**Detta dokument är endast avsett som dokumentationshjälpmedel och institutionerna ansvarar inte för innehållet**
## ▶ **B**
# **KOMMISSIONENS BESLUT**
# **av den 16 januari 1997**
# **om godkännande av metoder för att klassificera slaktkroppar av gris i Belgien**
# **(En... | null |
h05_codex_single_snap | text_formatting | text/text_simple__edited | null | 17,744 | NATIONAL UNION FIRE INSURANCE COMPANY OF PITTSBURGH, PA<br>PSYCHIATRISTS PROFESSIONAL LIABILITY INSURANCE PROGRAM<br>CALIFORNIA MANUAL RULES
<table><tr><th>Rule 10.</th><th>Schedule Rating Plan – Group Accounts (cont’d)</th></tr></table>
Medical Group which would receive a credit would employ a dedicated risk manager... | null |
h06_claude_agentic | table | table/222876fb_page22 | null | 0 | <u>LTC2228/LTC2227/LTC2226</u>
# APPLICATIONS INFORMATION
digital outputs of the LTC2228/LTC2227/LTC2226 should drive a minimal capacitive load to avoid possible interaction between the digital outputs and sensitive input circuitry. The output should be buffered with a device such as an ALVCH16373 CMOS latch. For ful... | null |
h06_claude_agentic | table | table/SERFF_Interstate_random_pages 1_page276 | null | 0 | # **ACTUARIAL MEMORANDUM**
## **Supporting Policy Form:**
<table>
<tr><td><b>ICC18 ENT-06 1805</b></td><td><b>Single Premium Deferred Annuity Contract with Market Value Adjustment Feature</b></td></tr>
<tr><td><b>ICC18 ENT-06 1805 DP</b></td><td><b>Data Page</b></td></tr>
<tr><td><b>ICC18 ENT-06 1805 DP-A</b></td><td... | null |
h06_claude_agentic | table | table/SERFF_TX_random_pages 1_page1299 | null | 0 | Sheet 5 of 5
# **EXHIBIT A**
## TEXAS WORKERS' COMPENSATION RELATIVITIES
AVAILABLE FOR IMMEDIATE USE
MANDATORY EFFECTIVE DATE 7/1/2016
<table>
<tr><th>**<u>Class</u>**</th><th>**<u>Relativity</u>**</th><th>**<u>Class</u>**</th><th>**<u>Relativity</u>**</th></tr>
<tr><td>8833</td><td>1.08</td><td></td><td></td></tr>
... | null |
h06_claude_agentic | chart | chart/US_Professional_Services_Partner_Compensation_Survey_2024_p11 | null | 0 | <u>**HEIDRICK & STRUGGLES**</u>
# Year-over-year hiring trends
## Partner turnover
In response to a slower 2023, wherein people voluntarily or involuntarily chose to leave, respondents reported partner turnover was higher in 2024 compared to 2022: 49% of respondents said partner turnover was higher or significantly ... | null |
h06_claude_agentic | chart | chart/ADL_Future_of_automotive_mobility_2024_1_p17 | null | 0 | **ARTHUR D. LITTLE**
This correlation between income and acceptance of autonomous driving holds in all regions, though the threshold for acceptance varies. In China, we see 34% net approval at average income and city size between 1 and 5 million people, while in the US we need to move to cities with 5 million inhabita... | null |
h06_claude_agentic | chart | chart/05021ff2-en_p19 | null | 0 | | **17**
# **Figure 2.2. Total merger notifications (left) and the average annual growth rate (right) for OECD and Non-OECD jurisdictions, 2015-2024**
[Figure: Stacked bar chart titled "Total number of merger notifications" showing merger notifications per year, 2015-2024, split into OECD (dark blue) and Non-OECD (ma... | null |
ParseBench recipe runs
Experiment log for document-parsing runs on the public ParseBench test subset (llamaindex/ParseBench), scored with the official open-source ParseBench evaluator (run-llama/ParseBench).
Recipes combine CLI coding agents doing vision parsing with deterministic PDF text-layer tools (word-bbox snapping, style extraction from span flags and vector-drawing geometry).
- Sample: official test subset - 12 single-page PDFs, 3 per category (chart / layout / table / text). Small sample; scores are directional.
- Metrics: leaderboard headline metrics per dimension - tables grits_trm_composite, charts rule_pass_rate, layout layout_element_rule_pass_rate, content content_faithfulness, formatting semantic_formatting. Overall = mean of the five, 0-100.
Configs
runs: one row per pipeline run - run_id, sample, logged_at, config (JSON), per-dimension scores, overall, dims_scored, avg_latency_ms.
examples: one row per (run, dimension, example) - run_id, dimension, example_id, score, latency_ms, markdown (the scored parser output), raw_example_metrics (JSON).
Results summary (test12 sample, official evaluator)
| run | overall | table | chart | layout | content | formatting |
|---|---|---|---|---|---|---|
| h08 claude-agentic draft + codex critic | 89.3 | 100 | 95.8 | 71.6 | 91.7 | 87.4 |
| h12 codex-agentic draft + claude critic | 86.7 | 100 | 92.5 | 75.1 | 91.3 | 74.4 |
| h20 glm-5v-turbo draft + codex critic | 88.6 | 100 | 100 | 76.3 | 91.4 | 75.1 |
| h07 codex agentic | 77.0 | 82.4 | 95.8 | 75.1 | 90.8 | 41.1 |
| h06 claude agentic | 75.5 | 82.4 | 66.7 | 79.2 | 91.5 | 57.8 |
| h05 codex single + snap | 74.0 | 82.4 | 100 | 56.2 | 91.7 | 40.0 |
| h04 claude single + snap | 71.1 | 82.4 | 63.3 | 57.2 | 93.8 | 59.0 |
| h18 kimi-k3 single + snap | 65.6 | 82.4 | 56.7 | 62.3 | 93.8 | 32.9 |
| h13 deepseek-v4-flash-vision + snap | 55.3 | 82.2 | 46.7 | 24.6 | 87.8 | 35.4 |
| h15 glm-5v-turbo single | 54.9 | 66.5 | 33.3 | 57.7 | 89.8 | 27.1 |
| h17 gemma-4-31b single + snap | 52.5 | 60.3 | 33.3 | 47.8 | 93.8 | 27.1 |
| h16 qwen3-vl-235b-thinking + snap | 51.6 | 66.7 | 33.3 | 64.6 | 61.5 | 32.0 |
| h14 qwen3-vl-235b-instruct | 39.6 | 49.0 | 10.8 | 45.5 | 75.1 | 17.8 |
| tesseract_eng (OSS OCR) | — | 0 | 0 | — | 91.8 | 0 |
| pypdf (text layer only) | — | 0 | 0 | — | 94.4 | 0 |
Reference: LlamaParse Agentic 87.0 (leaderboard), 84.9 (paper); best raw VLM in the paper (Gemini 3 Flash) 71.0. Sample is 12 pages (3/category) — treat comparisons as directional, not exact.
Key findings: (1) agentic verification against the PDF text layer plus DocLayNet-granularity prompting is worth ~+25 layout points over single-pass; (2) style extraction from PDF span flags + drawing geometry recovers strikethrough/highlight formatting VLMs cannot see; (3) cross-model draft-then-critic beats either model alone (89.3 vs 77.0/75.5); (4) word-bbox snapping helps single-pass parses (+4-28 layout) but hurts agentic parses; (5) higher DPI (300 vs 200) does not help; (6) naive single-pass open VLMs trail badly, but a faithful-transcription model (Kimi K3) plus deterministic snapping reaches 65.6 at ~$0.10/page; (7) the draft model barely matters once a strong critic + PDF tools are applied: a ~1.5c/page GLM-5V-turbo draft with the same critic pass scores 88.6, statistically indistinguishable from the 89.3 frontier-draft config on this sample.
Fully-open-weights stacks (no proprietary models anywhere)
| run | overall | table | chart | layout | content | formatting | ~cost/page |
|---|---|---|---|---|---|---|---|
| h27 routed mix: GLM-4.6V + Kimi-K3 (charts) + snap + style-inject | 69.2 | 82.4 | 56.7 | 59.7 | 94.3 | 53.1 | ~3c |
| h24/h18b Kimi K3 + snap (+inject) | 66.2 | 82.4 | 56.7 | 62-65 | 93.8 | 33-37 | ~10c |
| h25 DeepSeek-V4-Flash-0731 + snap + inject | 58.3 | 82.2 | 46.7 | 22.8 | 87.8 | 52.2 | ~1c |
| h26b GLM-4.6V + snap + inject | 57.9 | 82.4 | 0 (describes charts) | 59.7 | 94.3 | 53.1 | ~1.4c |
| h21 Kimi draft + Qwen3-VL-thinking critic | 60.5 | — open critics REJECTED: weaker than the draft in the failing dims | |||||
| h22 Kimi draft + DeepSeek-V4-Flash critic | failed | — rambled past token limits, 4/12 completed |
Open-weights verified on HF: moonshotai/Kimi-K3, deepseek-ai/DeepSeek-V4-Flash-0731,
zai GLM-4.6V, Qwen3-VL, Gemma-4. NOT open: GLM-5V-turbo (hosted only).
Style-inject = deterministic post-processor wrapping PDF-extracted styled runs
(strike, , , , bold) into the parsed markdown — model-free.
Update: h30_open_surgical (routed GLM-4.6V/Kimi + GLM-5.3-Flash critic on chart pages only + snap + style-inject) = 75.9 — best fully-open stack; above the paper's best raw proprietary VLM. GLM-5.3-Flash as a FULL-page critic is rejected (hallucinates transcription) despite its top-tier agentic benchmark index: agentic reasoning does not imply OCR fidelity.
Final open-stack result: h28d_dots_skeleton_vlm_tables = 77.8 — dots.ocr (MIT, self-hosted on an HF Jobs A10G, ~$0.15 of GPU time for 12 pages) provides the element skeleton (layout 68.2, content 94.2); VLM content is swapped in ONLY for Table elements and chart data tables (from the routed GLM-4.6V/Kimi + GLM-5.3-Flash chart critic outputs); deterministic style-inject on top. Every model MIT/Apache. Roughly 90% of LlamaParse Agentic (87.0) with no proprietary dependencies.
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