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string
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int64
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Engine Works 145312H Big Block Chevy Hydraulic Cam & Lifter Kit 576/576 Lift. Engine Works 145310H Big Block Chevy Hydraulic Cam & Lifter Kit 500/505 Lift. Engine Works 145292H Big Block Chevy Hydraulic Cam & Lifter Kit 544/544 Lift. This …
https://blockchevyengine.com/en/engine_works_145316h_big_block_chevy_595_625_lift_hydraulic_cam_lifter_kit.html
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Engine Works 145312H Big Block Chevy Hydraulic Cam & Lifter Kit 576/576 Lift. Engine Works 145310H Big Block Chevy Hydraulic Cam & Lifter Kit 500/505 Lift. Engine Works 145292H Big Block Chevy Hydraulic Cam & Lifter Kit 544/544 Lift. This …
https://blockchevyengine.com/en/engine_works_145316h_big_block_chevy_595_625_lift_hydraulic_cam_lifter_kit.html
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monaco
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Monaco
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Monaco
Engine Works 145312H Big Block Chevy Hydraulic Cam & Lifter Kit 576/576 Lift. Engine Works 145310H Big Block Chevy Hydraulic Cam & Lifter Kit 500/505 Lift. Engine Works 145292H Big Block Chevy Hydraulic Cam & Lifter Kit 544/544 Lift. This …
https://blockchevyengine.com/en/engine_works_145316h_big_block_chevy_595_625_lift_hydraulic_cam_lifter_kit.html
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Sonría, en español This button was a regalito from my first Spanish teacher, Señora B. She was known for being pretty strict. I can’t count how many times I swallowed gum that year upon seeing her fists on her hips, her black cat-eye glass…
http://latinaish.com/2010/10/29/sonria-en-espanol/?like=1&source=post_flair&_wpnonce=58b9d80e03
http://latinaish.com/2010/10/29/sonria-en-espanol/?like=1&source=post_flair&_wpnonce=58b9d80e03
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Sonría, en español This button was a regalito from my first Spanish teacher, Señora B. She was known for being pretty strict. I can’t count how many times I swallowed gum that year upon seeing her fists on her hips, her black cat-eye glass…
http://latinaish.com/2010/10/29/sonria-en-espanol/?like=1&source=post_flair&_wpnonce=58b9d80e03
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Sonría, en español This button was a regalito from my first Spanish teacher, Señora B. She was known for being pretty strict. I can’t count how many times I swallowed gum that year upon seeing her fists on her hips, her black cat-eye glass…
http://latinaish.com/2010/10/29/sonria-en-espanol/?like=1&source=post_flair&_wpnonce=58b9d80e03
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monaco
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relation/16248285
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Sonría, en español This button was a regalito from my first Spanish teacher, Señora B. She was known for being pretty strict. I can’t count how many times I swallowed gum that year upon seeing her fists on her hips, her black cat-eye glass…
http://latinaish.com/2010/10/29/sonria-en-espanol/?like=1&source=post_flair&_wpnonce=58b9d80e03
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monaco
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B
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Sonría, en español This button was a regalito from my first Spanish teacher, Señora B. She was known for being pretty strict. I can’t count how many times I swallowed gum that year upon seeing her fists on her hips, her black cat-eye glass…
http://latinaish.com/2010/10/29/sonria-en-espanol/?like=1&source=post_flair&_wpnonce=58b9d80e03
[ "text" ]
monaco
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France
relation/2202162
France
Sonría, en español This button was a regalito from my first Spanish teacher, Señora B. She was known for being pretty strict. I can’t count how many times I swallowed gum that year upon seeing her fists on her hips, her black cat-eye glass…
http://latinaish.com/2010/10/29/sonria-en-espanol/?like=1&source=post_flair&_wpnonce=58b9d80e03
[ "text" ]
monaco
<urn:uuid:2f3cfb3e-5c13-482b-a0a2-175a8b6a9e09>
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Monaco
relation/1124039
Monaco
Sonría, en español This button was a regalito from my first Spanish teacher, Señora B. She was known for being pretty strict. I can’t count how many times I swallowed gum that year upon seeing her fists on her hips, her black cat-eye glass…
http://latinaish.com/2010/10/29/sonria-en-espanol/?like=1&source=post_flair&_wpnonce=58b9d80e03
[ "text" ]
monaco
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Monaco
relation/2220322
Monaco
Sonría, en español This button was a regalito from my first Spanish teacher, Señora B. She was known for being pretty strict. I can’t count how many times I swallowed gum that year upon seeing her fists on her hips, her black cat-eye glass…
http://latinaish.com/2010/10/29/sonria-en-espanol/?like=1&source=post_flair&_wpnonce=58b9d80e03
[ "text" ]
monaco
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Siemens 3RW4036-1BB14 softstarter SIRIUS S2 45 A, 22 kWith400 V. This item is in the category Commercio, ufficio e industria\Elettronica industriale\Altro elettronica industriale. 45 A, 22 kW/400 V. The item siemens 3rw4036-1bb14 softstart…
https://studi09.ca/2020/11/
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monaco
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Siemens 3RW4036-1BB14 softstarter SIRIUS S2 45 A, 22 kWith400 V. This item is in the category Commercio, ufficio e industria\Elettronica industriale\Altro elettronica industriale. 45 A, 22 kW/400 V. The item siemens 3rw4036-1bb14 softstart…
https://studi09.ca/2020/11/
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monaco
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Siemens 3RW4036-1BB14 softstarter SIRIUS S2 45 A, 22 kWith400 V. This item is in the category Commercio, ufficio e industria\Elettronica industriale\Altro elettronica industriale. 45 A, 22 kW/400 V. The item siemens 3rw4036-1bb14 softstart…
https://studi09.ca/2020/11/
[ "text" ]
monaco
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Siemens 3RW4036-1BB14 softstarter SIRIUS S2 45 A, 22 kWith400 V. This item is in the category Commercio, ufficio e industria\Elettronica industriale\Altro elettronica industriale. 45 A, 22 kW/400 V. The item siemens 3rw4036-1bb14 softstart…
https://studi09.ca/2020/11/
[ "text" ]
monaco
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relation/16248284
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Siemens 3RW4036-1BB14 softstarter SIRIUS S2 45 A, 22 kWith400 V. This item is in the category Commercio, ufficio e industria\Elettronica industriale\Altro elettronica industriale. 45 A, 22 kW/400 V. The item siemens 3rw4036-1bb14 softstart…
https://studi09.ca/2020/11/
[ "text" ]
monaco
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3,496
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Siemens 3RW4036-1BB14 softstarter SIRIUS S2 45 A, 22 kWith400 V. This item is in the category Commercio, ufficio e industria\Elettronica industriale\Altro elettronica industriale. 45 A, 22 kW/400 V. The item siemens 3rw4036-1bb14 softstart…
https://studi09.ca/2020/11/
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monaco
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relation/2202162
France
Siemens 3RW4036-1BB14 softstarter SIRIUS S2 45 A, 22 kWith400 V. This item is in the category Commercio, ufficio e industria\Elettronica industriale\Altro elettronica industriale. 45 A, 22 kW/400 V. The item siemens 3rw4036-1bb14 softstart…
https://studi09.ca/2020/11/
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monaco
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Monaco
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Siemens 3RW4036-1BB14 softstarter SIRIUS S2 45 A, 22 kWith400 V. This item is in the category Commercio, ufficio e industria\Elettronica industriale\Altro elettronica industriale. 45 A, 22 kW/400 V. The item siemens 3rw4036-1bb14 softstart…
https://studi09.ca/2020/11/
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monaco
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Siemens 3RW4036-1BB14 softstarter SIRIUS S2 45 A, 22 kWith400 V. This item is in the category Commercio, ufficio e industria\Elettronica industriale\Altro elettronica industriale. 45 A, 22 kW/400 V. The item siemens 3rw4036-1bb14 softstart…
https://studi09.ca/2020/11/
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monaco
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Beautiful screwed sound decoration with blue scr. In 1989, PATEK Philip has developed some professional tapes, including REF, celebrating his 150-year-old sales experien. It is not easy to attack the balance between cooperation and certain…
https://www.atomgood.com/do-i-report-a-designer-watches-fake-bentley-cromagum/
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monaco
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Beautiful screwed sound decoration with blue scr. In 1989, PATEK Philip has developed some professional tapes, including REF, celebrating his 150-year-old sales experien. It is not easy to attack the balance between cooperation and certain…
https://www.atomgood.com/do-i-report-a-designer-watches-fake-bentley-cromagum/
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monaco
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Beautiful screwed sound decoration with blue scr. In 1989, PATEK Philip has developed some professional tapes, including REF, celebrating his 150-year-old sales experien. It is not easy to attack the balance between cooperation and certain…
https://www.atomgood.com/do-i-report-a-designer-watches-fake-bentley-cromagum/
https://www.atomgood.com/do-i-report-a-designer-watches-fake-bentley-cromagum/
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monaco
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way/394741752
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Beautiful screwed sound decoration with blue scr. In 1989, PATEK Philip has developed some professional tapes, including REF, celebrating his 150-year-old sales experien. It is not easy to attack the balance between cooperation and certain…
https://www.atomgood.com/do-i-report-a-designer-watches-fake-bentley-cromagum/
https://www.atomgood.com/do-i-report-a-designer-watches-fake-bentley-cromagum/
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monaco
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Beautiful screwed sound decoration with blue scr. In 1989, PATEK Philip has developed some professional tapes, including REF, celebrating his 150-year-old sales experien. It is not easy to attack the balance between cooperation and certain…
https://www.atomgood.com/do-i-report-a-designer-watches-fake-bentley-cromagum/
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monaco
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Beautiful screwed sound decoration with blue scr. In 1989, PATEK Philip has developed some professional tapes, including REF, celebrating his 150-year-old sales experien. It is not easy to attack the balance between cooperation and certain…
https://www.atomgood.com/do-i-report-a-designer-watches-fake-bentley-cromagum/
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monaco
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5,247
[ "text" ]
Monaco
relation/1124039
Monaco
Beautiful screwed sound decoration with blue scr. In 1989, PATEK Philip has developed some professional tapes, including REF, celebrating his 150-year-old sales experien. It is not easy to attack the balance between cooperation and certain…
https://www.atomgood.com/do-i-report-a-designer-watches-fake-bentley-cromagum/
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monaco
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Monaco
relation/2220322
Monaco
Beautiful screwed sound decoration with blue scr. In 1989, PATEK Philip has developed some professional tapes, including REF, celebrating his 150-year-old sales experien. It is not easy to attack the balance between cooperation and certain…
https://www.atomgood.com/do-i-report-a-designer-watches-fake-bentley-cromagum/
[ "text", "url" ]
monaco
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Monaco Government Tourist and Convention Office 7 Upper Grosvenor Street London W1K 2LX Tel : +44 (0)207 491 4264 Fax : +44 (0)207 408 2487 Set sail with this concert by the Monte-Carlo Philharmonic Orchestra To open this special concert o…
http://www.visitmonaco.com/en/AllNews/A-Special-Concert-at-Monaco-s-Oceanographic-Museum-on-21-April-2013
http://www.visitmonaco.com/en/AllNews/A-Special-Concert-at-Monaco-s-Oceanographic-Museum-on-21-April-2013
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monaco
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Monaco Government Tourist and Convention Office 7 Upper Grosvenor Street London W1K 2LX Tel : +44 (0)207 491 4264 Fax : +44 (0)207 408 2487 Set sail with this concert by the Monte-Carlo Philharmonic Orchestra To open this special concert o…
http://www.visitmonaco.com/en/AllNews/A-Special-Concert-at-Monaco-s-Oceanographic-Museum-on-21-April-2013
http://www.visitmonaco.com/en/AllNews/A-Special-Concert-at-Monaco-s-Oceanographic-Museum-on-21-April-2013
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Monaco
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Monaco Government Tourist and Convention Office 7 Upper Grosvenor Street London W1K 2LX Tel : +44 (0)207 491 4264 Fax : +44 (0)207 408 2487 Set sail with this concert by the Monte-Carlo Philharmonic Orchestra To open this special concert o…
http://www.visitmonaco.com/en/AllNews/A-Special-Concert-at-Monaco-s-Oceanographic-Museum-on-21-April-2013
http://www.visitmonaco.com/en/AllNews/A-Special-Concert-at-Monaco-s-Oceanographic-Museum-on-21-April-2013
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monaco
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Monaco
relation/2220322
Monaco
Monaco Government Tourist and Convention Office 7 Upper Grosvenor Street London W1K 2LX Tel : +44 (0)207 491 4264 Fax : +44 (0)207 408 2487 Set sail with this concert by the Monte-Carlo Philharmonic Orchestra To open this special concert o…
http://www.visitmonaco.com/en/AllNews/A-Special-Concert-at-Monaco-s-Oceanographic-Museum-on-21-April-2013
http://www.visitmonaco.com/en/AllNews/A-Special-Concert-at-Monaco-s-Oceanographic-Museum-on-21-April-2013
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Monaco Government Tourist and Convention Office 7 Upper Grosvenor Street London W1K 2LX Tel : +44 (0)207 491 4264 Fax : +44 (0)207 408 2487 Set sail with this concert by the Monte-Carlo Philharmonic Orchestra To open this special concert o…
http://www.visitmonaco.com/en/AllNews/A-Special-Concert-at-Monaco-s-Oceanographic-Museum-on-21-April-2013
http://www.visitmonaco.com/en/AllNews/A-Special-Concert-at-Monaco-s-Oceanographic-Museum-on-21-April-2013
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Monte Carlo
Monaco Government Tourist and Convention Office 7 Upper Grosvenor Street London W1K 2LX Tel : +44 (0)207 491 4264 Fax : +44 (0)207 408 2487 Set sail with this concert by the Monte-Carlo Philharmonic Orchestra To open this special concert o…
http://www.visitmonaco.com/en/AllNews/A-Special-Concert-at-Monaco-s-Oceanographic-Museum-on-21-April-2013
http://www.visitmonaco.com/en/AllNews/A-Special-Concert-at-Monaco-s-Oceanographic-Museum-on-21-April-2013
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The Royal Festival Hall presents <big>FOI Les Ballets C de la B Choreography: Sidi Larbi Cherkaoui Musical Direction for Capilla Flamenca: Dirk Snellings Thursday 3 - Saturday 5 April 2003 at 7.45pm Queen Elizabeth Hall, SE1 The Royal Fest…
http://www.ballet-dance.com/forum/viewtopic.php?f=16&t=15974
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The Royal Festival Hall presents <big>FOI Les Ballets C de la B Choreography: Sidi Larbi Cherkaoui Musical Direction for Capilla Flamenca: Dirk Snellings Thursday 3 - Saturday 5 April 2003 at 7.45pm Queen Elizabeth Hall, SE1 The Royal Fest…
http://www.ballet-dance.com/forum/viewtopic.php?f=16&t=15974
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The Royal Festival Hall presents <big>FOI Les Ballets C de la B Choreography: Sidi Larbi Cherkaoui Musical Direction for Capilla Flamenca: Dirk Snellings Thursday 3 - Saturday 5 April 2003 at 7.45pm Queen Elizabeth Hall, SE1 The Royal Fest…
http://www.ballet-dance.com/forum/viewtopic.php?f=16&t=15974
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The Royal Festival Hall presents <big>FOI Les Ballets C de la B Choreography: Sidi Larbi Cherkaoui Musical Direction for Capilla Flamenca: Dirk Snellings Thursday 3 - Saturday 5 April 2003 at 7.45pm Queen Elizabeth Hall, SE1 The Royal Fest…
http://www.ballet-dance.com/forum/viewtopic.php?f=16&t=15974
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The Royal Festival Hall presents <big>FOI Les Ballets C de la B Choreography: Sidi Larbi Cherkaoui Musical Direction for Capilla Flamenca: Dirk Snellings Thursday 3 - Saturday 5 April 2003 at 7.45pm Queen Elizabeth Hall, SE1 The Royal Fest…
http://www.ballet-dance.com/forum/viewtopic.php?f=16&t=15974
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The Royal Festival Hall presents <big>FOI Les Ballets C de la B Choreography: Sidi Larbi Cherkaoui Musical Direction for Capilla Flamenca: Dirk Snellings Thursday 3 - Saturday 5 April 2003 at 7.45pm Queen Elizabeth Hall, SE1 The Royal Fest…
http://www.ballet-dance.com/forum/viewtopic.php?f=16&t=15974
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The Royal Festival Hall presents <big>FOI Les Ballets C de la B Choreography: Sidi Larbi Cherkaoui Musical Direction for Capilla Flamenca: Dirk Snellings Thursday 3 - Saturday 5 April 2003 at 7.45pm Queen Elizabeth Hall, SE1 The Royal Fest…
http://www.ballet-dance.com/forum/viewtopic.php?f=16&t=15974
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The Royal Festival Hall presents <big>FOI Les Ballets C de la B Choreography: Sidi Larbi Cherkaoui Musical Direction for Capilla Flamenca: Dirk Snellings Thursday 3 - Saturday 5 April 2003 at 7.45pm Queen Elizabeth Hall, SE1 The Royal Fest…
http://www.ballet-dance.com/forum/viewtopic.php?f=16&t=15974
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The Royal Festival Hall presents <big>FOI Les Ballets C de la B Choreography: Sidi Larbi Cherkaoui Musical Direction for Capilla Flamenca: Dirk Snellings Thursday 3 - Saturday 5 April 2003 at 7.45pm Queen Elizabeth Hall, SE1 The Royal Fest…
http://www.ballet-dance.com/forum/viewtopic.php?f=16&t=15974
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The Royal Festival Hall presents <big>FOI Les Ballets C de la B Choreography: Sidi Larbi Cherkaoui Musical Direction for Capilla Flamenca: Dirk Snellings Thursday 3 - Saturday 5 April 2003 at 7.45pm Queen Elizabeth Hall, SE1 The Royal Fest…
http://www.ballet-dance.com/forum/viewtopic.php?f=16&t=15974
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http://www.ballet-dance.com/forum/viewtopic.php?f=16&t=15974
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Gossip Girl star Blake Lively looked like a total glamazon when she dropped a leg bomb on the Cannes opening night red carpet. The blonde beauty opted for a chic and sophisticated maroon gown, complete with pleated skirt, a delicate neckli…
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http://www.bostonglobe.com/2012/12/12/holiday-gift-guide/w90Aea4tVSiXhACXzsoiIM/story.html?pic=13&refuuid=76bf6b2a-44b1-11e2-bf87-0a9a922eaae6
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http://www.bostonglobe.com/2012/12/12/holiday-gift-guide/w90Aea4tVSiXhACXzsoiIM/story.html?pic=13&refuuid=76bf6b2a-44b1-11e2-bf87-0a9a922eaae6
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https://gforcef1.wordpress.com/2010/05/12/2009-flashback-tyre-mastery-gives-button-a-flawless-win/?like=1&source=post_flair&_wpnonce=f35e2c39af
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https://gforcef1.wordpress.com/2010/05/12/2009-flashback-tyre-mastery-gives-button-a-flawless-win/?like=1&source=post_flair&_wpnonce=f35e2c39af
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https://gforcef1.wordpress.com/2010/05/12/2009-flashback-tyre-mastery-gives-button-a-flawless-win/?like=1&source=post_flair&_wpnonce=f35e2c39af
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https://gforcef1.wordpress.com/2010/05/12/2009-flashback-tyre-mastery-gives-button-a-flawless-win/?like=1&source=post_flair&_wpnonce=f35e2c39af
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https://gforcef1.wordpress.com/2010/05/12/2009-flashback-tyre-mastery-gives-button-a-flawless-win/?like=1&source=post_flair&_wpnonce=f35e2c39af
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https://gforcef1.wordpress.com/2010/05/12/2009-flashback-tyre-mastery-gives-button-a-flawless-win/?like=1&source=post_flair&_wpnonce=f35e2c39af
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https://gforcef1.wordpress.com/2010/05/12/2009-flashback-tyre-mastery-gives-button-a-flawless-win/?like=1&source=post_flair&_wpnonce=f35e2c39af
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Stephen Bosworth, Dean of The Fletcher School Kelly Sims Gallagher, Associate Professor of Energy and Environmental Policy and Director of the Energy, Climate, and Innovation Program, CIERP, The Fletcher School Rainer Hinrichs-Rahlwes, Pre…
http://fletcher.tufts.edu/CIERP20th/Bios
[ "text" ]
monaco
<urn:uuid:30268472-bb4d-4120-818b-d3755d375d4e>
14,526
[ "text" ]
A
relation/16248286
A
Stephen Bosworth, Dean of The Fletcher School Kelly Sims Gallagher, Associate Professor of Energy and Environmental Policy and Director of the Energy, Climate, and Innovation Program, CIERP, The Fletcher School Rainer Hinrichs-Rahlwes, Pre…
http://fletcher.tufts.edu/CIERP20th/Bios
[ "text" ]
monaco
<urn:uuid:30268472-bb4d-4120-818b-d3755d375d4e>
14,526
[ "text" ]
A
way/394741752
A
Stephen Bosworth, Dean of The Fletcher School Kelly Sims Gallagher, Associate Professor of Energy and Environmental Policy and Director of the Energy, Climate, and Innovation Program, CIERP, The Fletcher School Rainer Hinrichs-Rahlwes, Pre…
http://fletcher.tufts.edu/CIERP20th/Bios
[ "text" ]
monaco
<urn:uuid:30268472-bb4d-4120-818b-d3755d375d4e>
14,526
[ "text" ]
Ambassador
way/94401971
Ambassador
Stephen Bosworth, Dean of The Fletcher School Kelly Sims Gallagher, Associate Professor of Energy and Environmental Policy and Director of the Energy, Climate, and Innovation Program, CIERP, The Fletcher School Rainer Hinrichs-Rahlwes, Pre…
http://fletcher.tufts.edu/CIERP20th/Bios
[ "text" ]
monaco
<urn:uuid:30268472-bb4d-4120-818b-d3755d375d4e>
14,526
[ "text" ]
B
relation/16248285
B
Stephen Bosworth, Dean of The Fletcher School Kelly Sims Gallagher, Associate Professor of Energy and Environmental Policy and Director of the Energy, Climate, and Innovation Program, CIERP, The Fletcher School Rainer Hinrichs-Rahlwes, Pre…
http://fletcher.tufts.edu/CIERP20th/Bios
[ "text" ]
monaco
<urn:uuid:30268472-bb4d-4120-818b-d3755d375d4e>
14,526
[ "text" ]
B
way/394741750
B
Stephen Bosworth, Dean of The Fletcher School Kelly Sims Gallagher, Associate Professor of Energy and Environmental Policy and Director of the Energy, Climate, and Innovation Program, CIERP, The Fletcher School Rainer Hinrichs-Rahlwes, Pre…
http://fletcher.tufts.edu/CIERP20th/Bios
[ "text" ]
monaco
<urn:uuid:30268472-bb4d-4120-818b-d3755d375d4e>
14,526
[ "text" ]
C
relation/16248284
C
Stephen Bosworth, Dean of The Fletcher School Kelly Sims Gallagher, Associate Professor of Energy and Environmental Policy and Director of the Energy, Climate, and Innovation Program, CIERP, The Fletcher School Rainer Hinrichs-Rahlwes, Pre…
http://fletcher.tufts.edu/CIERP20th/Bios
[ "text" ]
monaco
<urn:uuid:30268472-bb4d-4120-818b-d3755d375d4e>
14,526
[ "text" ]
D
relation/16248283
D
Stephen Bosworth, Dean of The Fletcher School Kelly Sims Gallagher, Associate Professor of Energy and Environmental Policy and Director of the Energy, Climate, and Innovation Program, CIERP, The Fletcher School Rainer Hinrichs-Rahlwes, Pre…
http://fletcher.tufts.edu/CIERP20th/Bios
[ "text" ]
monaco
<urn:uuid:30268472-bb4d-4120-818b-d3755d375d4e>
14,526
[ "text" ]
F
relation/16248281
F
Stephen Bosworth, Dean of The Fletcher School Kelly Sims Gallagher, Associate Professor of Energy and Environmental Policy and Director of the Energy, Climate, and Innovation Program, CIERP, The Fletcher School Rainer Hinrichs-Rahlwes, Pre…
http://fletcher.tufts.edu/CIERP20th/Bios
[ "text" ]
monaco
<urn:uuid:30268472-bb4d-4120-818b-d3755d375d4e>
14,526
[ "text" ]
Monaco
relation/1124039
Monaco
Stephen Bosworth, Dean of The Fletcher School Kelly Sims Gallagher, Associate Professor of Energy and Environmental Policy and Director of the Energy, Climate, and Innovation Program, CIERP, The Fletcher School Rainer Hinrichs-Rahlwes, Pre…
http://fletcher.tufts.edu/CIERP20th/Bios
[ "text" ]
monaco
<urn:uuid:30268472-bb4d-4120-818b-d3755d375d4e>
14,526
[ "text" ]
Monaco
relation/2220322
Monaco
Stephen Bosworth, Dean of The Fletcher School Kelly Sims Gallagher, Associate Professor of Energy and Environmental Policy and Director of the Energy, Climate, and Innovation Program, CIERP, The Fletcher School Rainer Hinrichs-Rahlwes, Pre…
http://fletcher.tufts.edu/CIERP20th/Bios
End of preview. Expand in Data Studio

FineWeb Polygons

GitHub repository · Hugging Face dataset

FineWeb Polygons finds high-confidence FineWeb documents that are directly tied to OpenStreetMap polygons. V1 through V4 use Monaco; V5 and V6 run the experiment for Monaco and Liechtenstein. Raw OSM extracts are kept outside the repository at:

/Volumes/Seagate M3/projects/fineweb-polygons/raw/monaco-latest.osm.pbf and /Volumes/Seagate M3/projects/fineweb-polygons/raw/liechtenstein-latest.osm.pbf.

The version ID is part of the public contract. Existing version IDs are not silently changed; a behavior change gets a new version ID.

Version contracts

V1 — named polygon exact matching

Run with --retrieval-version v1. From the PBF, V1 keeps every named closed way and polygon relation. A FineWeb document is kept when a polygon name and Monaco or Principality of Monaco occur in the text or URL. Matching is case-insensitive and exact after normalization. The output keeps the complete FineWeb text.

The uploaded V1 file is the original excerpt-only publication and therefore has text_excerpt and url_excerpt rather than a text column. New V1 runs made by the current code keep the complete text; the old public file is preserved at its original path and is not silently replaced.

V2 — meaningful in-boundary exact matching

Run with --retrieval-version v2. From the raw PBF, V2 keeps named area objects inside the Monaco admin_level=8 city boundary. It rejects names shorter than three characters, numeric-only names, and labels without letters, then deduplicates normalized names.

For FineWeb, a URL name match is enough. A text name match is kept only when the same text also contains Monaco or Principality of Monaco. The output keeps the complete FineWeb text, URL, and evidence fields.

V3 — all meaningful polygon areas with strict URL-and-text matching

Run with --retrieval-version v3. From the raw PBF, V3 keeps every valid area produced from a closed way or relation. It uses only the main name tag, rejects names shorter than three characters, numeric-only names, and labels without letters, then deduplicates normalized names.

A FineWeb document is kept only when the polygon name appears in the URL and the polygon name plus Monaco or Principality of Monaco appear in the text. Final evidence is deduplicated per polygon and document, using the FineWeb ID when available and otherwise the URL plus a hash of the complete text. The output keeps the complete FineWeb text, URL, and evidence fields.

V4 — all meaningful polygon areas with text-only matching

Run with --retrieval-version v4. V4 uses the same polygon profile as V3: every valid named area from a closed way or polygon relation, with the same name cleanup and normalized-name deduplication.

A FineWeb document is kept when the polygon name and Monaco or Principality of Monaco both appear in the text. The URL is retained as metadata and evidence, but it is not a selection condition. Final evidence is deduplicated per polygon and document, and the output keeps the complete FineWeb text.

The exact definitions are stored in src/fineweb_polygons/versions.py. Every run manifest copies the selected definition and hashes it as part of the configuration, so a changed definition cannot silently resume an old run. See the version guide for the same contract in a readable format.

V5 - specific polygon areas with country-in-text matching

Run with the v5 retrieval version and pass the relevant country name. V5 starts with every meaningful named area from the PBF, just like V3 and V4. It does not search for or require a country boundary.

Before retrieving documents, V5 counts each normalized polygon name:

  1. A name must occur in only one OSM area.
  2. It must occur in no more than 0.1% of the FineWeb shard's documents.
  3. The configured country name is context only; it is never kept as a polygon candidate.

A document is kept only when the selected polygon name and the exact country name both occur in the FineWeb text. The URL is retained as evidence but does not select a document. Matching is case-insensitive and exact after normalization. Results keep the complete FineWeb text and are deduplicated per polygon and FineWeb document.

The first V5 pass writes a name-frequency.json file inside the run directory. Its input fingerprints, counts, cutoff, and retained names are recorded there and its SHA-256 is copied into the run manifest. A restart reuses this artifact and skips the frequency pass.

Foundation contract

  • uv owns the locked Python environment.
  • Ruff, ty, pytest, mutation testing, and a CRAP gate are wired into local and CI commands.
  • Docker and MkDocs Material are configured from the start.
  • LICENSE and CITATION.cff are public project artifacts.
  • Raw input, run manifests, checkpoints, logs, and generated artifacts stay on the Seagate project volume.
  • V1/V2/V3/V4/V5/V6 processing is resumable in chunks of 32 Parquet row groups, appends structured JSON logs, and records input/configuration fingerprints in a manifest. V5 and V6 also checkpoint their name-frequency pass. V7 is a content-fingerprinted, atomic post-processing run that can reuse a completed output without rerunning the model.
  • Every result is tied to an explicit retrieval version; new retrieval behavior must use a new version ID.
  • The implementation uses small, deep modules with stable interfaces and YAGNI scope.

V1/V2/V3/V4/V5/V6 intentionally skip aliases, fuzzy matching, embeddings, and classifiers. V7 only segments already selected V6 documents; it does not change document selection. They produce evidence JSONL on the Seagate; the raw shard and model cache are never uploaded.

Public tiny-shard artifacts

The public dataset contains the filtered evidence from the first shard:

V5 and V6 publish one split for Monaco and one split for Liechtenstein. Both use the same full-text evidence schema and can be inspected independently in the Hugging Face viewer.

  • V1: data/v1/monaco-v1-10bt-000-v3.jsonl
  • V2: data/v2/monaco-v2-10bt-000-v2.jsonl
  • V3: data/v3/monaco-v3-10bt-000-v1.jsonl
  • V4: data/v4/monaco-v4-10bt-000-v1.jsonl
  • V5 Monaco: data/v5/monaco-v5-10bt-000-v3.jsonl
  • V5 Liechtenstein: data/v5/liechtenstein-v5-10bt-000-v2.jsonl
  • V6 Monaco: data/v6/monaco-v6-10bt-000-v1.jsonl
  • V6 Liechtenstein: data/v6/liechtenstein-v6-10bt-000-v1.jsonl
  • V7 Monaco: data/v7/monaco-v7-10bt-000-v1.jsonl
  • V7 Liechtenstein: data/v7/liechtenstein-v7-10bt-000-v1.jsonl

These are evidence records, not a copy of the raw FineWeb shard. The published schemas are intentionally documented separately:

  • V1 is the original excerpt-only release: it contains text_excerpt and url_excerpt, but no text field.
  • V2 is the full-text release: it contains the complete FineWeb document in text, plus the short preview fields.
  • V3 is the strict URL-and-text release: it contains the complete FineWeb document in text, plus the short preview fields and deduplicated evidence.
  • V4 is the text-only release: it contains the complete FineWeb document in text, plus the short preview fields and deduplicated evidence. Its URL is retained for inspection but does not decide selection.

The V3 first-shard run read 1,048,581 FineWeb documents from a 2.0 GB Parquet file. The shard contains 539,338,878 whitespace-separated words (and a FineWeb token_count sum of 726,306,534). V3 retained 77 final evidence records across 7 polygon names.

The V4 first-shard run scanned the same 1,048,581 documents and retained 1,282 deduplicated evidence records across 42 polygon names. It contains 1,205 records selected from text alone and 77 where the URL also contains the name; all 1,282 records retain the complete FineWeb text. Because V4 intentionally removes the URL condition, the result is a higher-recall baseline and is still broad for generic names: 1,067 records use the polygon name Monaco. This is documented as an experiment, not as a claim that every text-only match is already semantically correct.

The corrected V5 runs use the same 1,048,581-document shard. Monaco started with 741 normalized names, kept 713 after removing 23 repeated OSM names, four names above the 0.1% FineWeb cutoff, and the country name itself, then wrote 61 deduplicated records across 33 polygon names. Liechtenstein started with 565 names, kept 524, and wrote 12 deduplicated records across 11 polygon names. Every result has the complete text; 57 Monaco and 10 Liechtenstein records matched only in text, while the remaining four and two also had the name in the URL. The country name appeared only as context.

These are still lexical results, not semantic proof. Manual review found some false positives such as Buckingham, Bel Air, P 1, and Maxi. Frequency filtering removes very common labels but cannot know whether a short name is the intended place; a later version will need stronger evidence for that.

V6 — local text-span evidence

V6 keeps the V5 polygon and frequency rules, then requires the selected polygon name and configured country name to be within 500 normalized characters in the FineWeb text. The URL is not a selection condition. Each V6 row keeps the full FineWeb text, the closest normalized distance, and the original-text sentence for the polygon name and country name. V6 does not include text_excerpt or url_excerpt columns. The published Monaco and Liechtenstein files are separate viewer splits under data/v6/.

V7 — exact sentence lists from V6

V7 is a post-processing version, not a new retrieval rule. It reads the published V6 rows, keeps every V6 field including the complete text, and adds an ordered sentences list produced by sat-3l-sm from wtpsplit. The splitter uses split_on_input_newlines=false and strip_whitespace=false; the pipeline requires ''.join(sentences) == text, so it cannot silently rewrite the source document. Monaco has 45 rows and 4,569 sentences; Liechtenstein has 6 rows and 328 sentences. The model and segmentation settings are recorded in each V7 manifest. V7 does not upload the model or any raw FineWeb/OSM data.

The code and manifests still preserve the retrieval definition for each version; new output should use a new artifact path rather than overwriting a published file.

First-shard run

Keep the Hugging Face cache, virtual environment, raw data, and run outputs on the Seagate:

export HF_HOME="/Volumes/Seagate M3/projects/fineweb-polygons/.hf"
export UV_CACHE_DIR="/Volumes/Seagate M3/projects/fineweb-polygons/.uv-cache"
export UV_PROJECT_ENVIRONMENT="/Volumes/Seagate M3/projects/fineweb-polygons/.venvs/fineweb-polygons"

uv sync --locked
hf download HuggingFaceFW/fineweb \
  --repo-type dataset \
  --include "sample/10BT/000_00000.parquet" \
  --local-dir "/Volumes/Seagate M3/projects/fineweb-polygons/raw/fineweb"

uv run fineweb-polygons scan \
  --pbf "/Volumes/Seagate M3/projects/fineweb-polygons/raw/monaco-latest.osm.pbf" \
  --shard "/Volumes/Seagate M3/projects/fineweb-polygons/raw/fineweb/sample/10BT/000_00000.parquet" \
  --run-id v1-10bt-000-v2

uv run fineweb-polygons scan \
  --pbf "/Volumes/Seagate M3/projects/fineweb-polygons/raw/monaco-latest.osm.pbf" \
  --shard "/Volumes/Seagate M3/projects/fineweb-polygons/raw/fineweb/sample/10BT/000_00000.parquet" \
  --run-id v2-10bt-000-v1 \
  --retrieval-version v2

uv run fineweb-polygons scan \
  --pbf "/Volumes/Seagate M3/projects/fineweb-polygons/raw/monaco-latest.osm.pbf" \
  --shard "/Volumes/Seagate M3/projects/fineweb-polygons/raw/fineweb/sample/10BT/000_00000.parquet" \
  --run-id v3-10bt-000-v1 \
  --retrieval-version v3

uv run fineweb-polygons scan \
  --pbf "/Volumes/Seagate M3/projects/fineweb-polygons/raw/monaco-latest.osm.pbf" \
  --shard "/Volumes/Seagate M3/projects/fineweb-polygons/raw/fineweb/sample/10BT/000_00000.parquet" \
  --run-id v4-10bt-000-v1 \
  --retrieval-version v4

Each run stores chunk checkpoints and a manifest under its run ID, logs under logs/, and merged evidence under artifacts/, all below the Seagate project root. One chunk opens the Parquet shard once and covers at most 32 row groups.

V5 commands for the two corrected runs:

uv run fineweb-polygons scan \
  --pbf "/Volumes/Seagate M3/projects/fineweb-polygons/raw/monaco-latest.osm.pbf" \
  --shard "/Volumes/Seagate M3/projects/fineweb-polygons/raw/fineweb/sample/10BT/000_00000.parquet" \
  --run-id v5-monaco-10bt-000-v3 \
  --retrieval-version v5 \
  --country-name "Monaco"

uv run fineweb-polygons scan \
  --pbf "/Volumes/Seagate M3/projects/fineweb-polygons/raw/liechtenstein-latest.osm.pbf" \
  --shard "/Volumes/Seagate M3/projects/fineweb-polygons/raw/fineweb/sample/10BT/000_00000.parquet" \
  --run-id v5-liechtenstein-10bt-000-v2 \
  --retrieval-version v5 \
  --country-name "Liechtenstein"

V7 sentence segmentation reads those V6 artifacts and writes new artifacts; all paths below remain on the Seagate:

export HF_HOME="/Volumes/Seagate M3/projects/fineweb-polygons/cache/huggingface-v7"

uv run fineweb-polygons segment-v7 \
  --data-root "/Volumes/Seagate M3/projects/fineweb-polygons" \
  --input "/Volumes/Seagate M3/projects/fineweb-polygons/artifacts/v6-monaco-10bt-000-v1-matches.jsonl" \
  --output "/Volumes/Seagate M3/projects/fineweb-polygons/artifacts/v7-monaco-10bt-000-v1-sentences.jsonl" \
  --manifest "/Volumes/Seagate M3/projects/fineweb-polygons/runs/v7-monaco-10bt-000-v1/manifest.json"

uv run fineweb-polygons segment-v7 \
  --data-root "/Volumes/Seagate M3/projects/fineweb-polygons" \
  --input "/Volumes/Seagate M3/projects/fineweb-polygons/artifacts/v6-liechtenstein-10bt-000-v1-matches.jsonl" \
  --output "/Volumes/Seagate M3/projects/fineweb-polygons/artifacts/v7-liechtenstein-10bt-000-v1-sentences.jsonl" \
  --manifest "/Volumes/Seagate M3/projects/fineweb-polygons/runs/v7-liechtenstein-10bt-000-v1/manifest.json"

License and upstream data

The dataset and project artifacts use the Open Data Commons Attribution License (ODC-By) v1.0, the same license shown on the FineWeb dataset card. FineWeb also notes that its Common Crawl source is subject to Common Crawl's terms of use; downstream releases must preserve applicable upstream notices and rights.

Development

uv sync
just qa
just mutation

See the development guide and foundation architecture for the current scope.

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