A Rapid Evolution in the Observed Mbh/M* Relation at z > 3 Revealed via Spectro-photometric SED-Modeling: Additional Figures and Machine-Readable Tables
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Ansh R. Gupta1, 2
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Anthony Taylor1, 2
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Emma Curtis-Lake3
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Maddie Silcock3
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Óscar A. Chávez Ortiz1, 2
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Steven L. Finkelstein1, 2
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Hollis B. Akins1, 2
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Bren E. Backhaus4
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Guillermo Barro5
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Laura Bisigello6
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Madisyn Brooks7
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Caitlin M. Casey8
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Stephane Charlot9
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Jacopo Chevallard10
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Anna Feltre11
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Giovanni Gandolfi12
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Mauro Giavalisco13
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Norman A. Grogin14
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Michaela Hirschmann15
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Tiger Yu-Yang Hsiao16, 2
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Junehyoung Jeon1, 2
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Shardha Jogee1, 2
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Jeyhan S. Kartaltepe17
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Dale D. Kocevski18
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Anton M. Koekemoer14
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Vasily Kokorev19, 2
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Gene C. K. Leung20
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Ray A. Lucas14
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Fabio Pacucci21
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Nor Pirzkal22
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Adele Plat15
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Rachel S. Somerville23
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Jonathan R. Trump7
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Alba Vidal-García24
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Xin Wang25
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L. Y. Aaron Yung14
- 1. Department of Astronomy, The University of Texas at Austin, 2515 Speedway Boulevard, Austin, TX 78712, USA
- 2. Cosmic Frontier Center, The University of Texas at Austin, Austin, TX 78712, USA
- 3. Centre for Astrophysics Research, Department of Physics, Astronomy and Mathematics, University of Hertfordshire, Hatfield AL10 9AB, UK
- 4. Department of Physics and Astronomy, University of Kansas, Lawrence, KS 66045, USA
- 5. University of the Pacific, Stockton, CA 90340 USA
- 6. INAF-Osservatorio Astronomico di Padova, Via dell'Osservatorio 5, 35122 Padova, Italy
- 7. Department of Physics, 196A Auditorium Road, Unit 3046, University of Connecticut, Storrs, CT 06269, USA
- 8. Department of Physics, University of California, Santa Barbara, Santa Barbara, CA 93106, USA
- 9. Sorbonne Université, CNRS, UMR 7095, Institut d'Astrophysique de Paris, 98 bis bd Arago, 75014 Paris, France
- 10. Department of Physics, University of Oxford, Denys Wilkinson Building, Keble Road, Oxford OX1 3RH, UK
- 11. INAF—Osservatorio Astrofisico di Arcetri, Largo E. Fermi 5, I-50125, Firenze, Italy
- 12. INAF – Osservatorio Astronomico di Roma, via Frascati 33, 00078, Monteporzio Catone, Italy
- 13. University of Massachusetts Amherst, 710 North Pleasant Street, Amherst, MA 01003-9305, USA
- 14. Space Telescope Science Institute, 3700 San Martin Drive, Baltimore, MD 21218, USA
- 15. Institute of Physics, Laboratory for Galaxy Evolution, EPFL, Observatoire de Sauverny, Chemin Pegasi 51, CH-1290 Versoix, Switzerland
- 16. Department of Astronomy, The University of Texas at Austin, 2515 Speedway, Stop C1400, Austin, TX 78712, USA
- 17. Laboratory for Multiwavelength Astrophysics, School of Physics and Astronomy, Rochester Institute of Technology, 84 Lomb Memorial Drive, Rochester, NY 14623, USA
- 18. Department of Physics and Astronomy, Colby College, Waterville, ME 04901, USA
- 19. Department of Astronomy, The University of Texas at Austin, Austin, TX 78712, USA
- 20. MIT Kavli Institute for Astrophysics and Space Research, 77 Massachusetts Ave., Cambridge, MA 02139, USA
- 21. Center for Astrophysics $|$ Harvard & Smithsonian, Cambridge, MA 02138, USA
- 22. ESA/AURA
- 23. Center for Computational Astrophysics, Flatiron Institute, 162 5th Avenue, New York, NY 10010, USA
- 24. Observatorio Astronómico Nacional, C/ Alfonso XII 3, 28014 Madrid, Spain
- 25. School of Astronomy and Space Science, University of Chinese Academy of Sciences (UCAS), Beijing 100049, China
Description
Machine-readable tables and full sets of additional figures for the paper "A Rapid Evolution in the Observed Mbh/M* Relation at z > 3 Revealed via Spectro-photometric SED-Modeling" by Gupta, Taylor, Curtis-Lake et al. submitted 2026.
If you make use of these data,
Contents
Figure Sets:fig-10-figureset.pdffig-11-figureset.pdf
fig-12-figureset-stellaronly.pdf
fig-12-figureset-stellarnlr.pdf
fig-12-figureset-stellarnlragncontinuum.pdf
Tables:table-2-sample-table.fitstable-3-literature-sample-table.fits
File Descriptions
Files are named to match their associated figure/table in the text. The following are brief descriptions for each file.
fig-10-figureset.pdf
Comparison of the best-fit stellar-only (top), stellar+NLR (middle), and stellar+NLR+AGN-continuum (bottom) model spectra to the observed PRISM spectrum for BL AGN in our sample. Inset plots show the M* posterior distributions for each model, and text in bottom two panels reports the BF for the stellar+NLR and stellar+NLR+AGN-continuum model, respectively, computed relative to the stellar-only model. Note that we only fit the narrow component of Ha, so the best-fit spectrum may not visually match the observed Ha emission line even in a well-fitting model.
fig-11-figureset.pdf
Comparison of the best-fit stellar-only, stellar+NLR, and stellar+NLR+AGN-continuum model emission line fluxes to the line fluxes measured from the observed PRISM spectrum (applying ratios from a G395M decomposition) for BL AGN in our sample. The best-fit model fluxes (as measured by our BF comparison) are shown in full opacity, and results from the remaining fits are indicated by partially transparent markers.
fig-12-figureset-stellaronly.pdf
"Corner" plot generated using the PYP-BEAGLE Python package showing posterior distributions for fitted parameters and their co-variances in the stellar-only model fit to each BL AGN in our sample. Parameter names and descriptions match those listed in Table 1 in the paper.
fig-12-figureset-stellarnlr.pdf
"Corner" plot generated using the PYP-BEAGLE Python package showing posterior distributions for fitted parameters and their co-variances in the stellar+NLR model fit to each BL AGN in our sample. Parameter names and descriptions match those listed in Table 1 in the paper.
fig-12-figureset-stellarnlragncontinuum.pdf
"Corner" plot generated using the PYP-BEAGLE Python package showing posterior distributions for fitted parameters and their co-variances in the stellar+NLR+AGN-continuum model fit to each BL AGN in our sample. Parameter names and descriptions match those listed in Table 1 in the paper.
table-2-sample-table.fits
Table containing basic information and fitted parameter values for our BL AGN sample.
Columns:
(1) Source ID
(2) Right ascension
(3) Declination
(4) Redshift
(5) LRD flag
(6) log (Mbh/Msun)
(7) log (M*/Msun)
(8) log (Z*/Zsun)
(9) log (tau_SFR / yr)
(10) log (t_max / yr)
(11) log (SFR / [Msun/yr])
(12) log U^HII
(13) log tau_V
(14) log (Z_NLR/Zsun)
(15) log U^NLR
(16) log L_acc
(17) log f_AGN
(18) log tau_V,cont
table-3-literature-sample-table.fits
Table containing basic information, Mbh, and M* for our literature sample.
Columns:
(1) Source ID
(2) Right ascension
(3) Declination
(4) Redshift
(5) LRD flag
(6) log (Mbh/Msun)
(7) log (M*/Msun)
Files
fig-10-figureset.pdf
Files
(113.1 MB)
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