Skip to main navigation menu Skip to main content Skip to site footer

Articles

Vol. 51 No. 1 (2024): CAA2024 Across the Horizon. Proceedings of the 51st Conference on Computer Applications and Quantitative Methods in Archaeology

Modelling the possible archaeological past(s): Agent-based modelling of Harappan seal use and survival

DOI
https://doi.org/10.64888/caaproceedings.v51i1.1025
Submitted
February 5, 2026
Published
2026-02-10

Abstract

The Harappan i.e. Indus Valley civilization, flourished in South Asia in the middle of the third millennium BCE. Among the millions of artefacts excavated from hundreds of sites, the most remarkable and extensively analysed are the ones with peculiar signs. Within this set, the most characteristic item is the Harappan seal which is at the centre of discourse in Harappan archaeology. This scholarship mostly revolves around three conjectures: (i) the signs or sign sequences indicate linguistic components and are part of a script with fixed set of signs, (ii) the ‘seals' were used as amulets or as objects of economic or administrative activities, and (iii) the primary use of seals is for creating the impressions which form `sealings'. However, the small number of actual sealings found in Harappan sites seems to challenge this last conjecture. This paper approaches the question of seal function by using agent-based modelling (ABM) to model the quantities of seals and their impressions in Harappan culture. The model seeks to suggest a hypothetical baseline for the number of sealings one might expect to find, and to see if and under which conditions the model results in the quantities of artefacts that are currently available as archaeological evidence.

References

  1. Ameri, M. 2013. "Regional diversity in the Harappan world: The evidence of the seals." Connections and Complexity: New Approaches to the Archaeology of South Asia, pp. 355-74.
  2. Ameri, M. 2018. Letting the pictures speak: an image-based approach to the mythological and narrative imagery of the Harappan world. In Ameri, M., Costello, S. K., Jamison, G. M., Scott, S. J. (Eds.) Seals and Sealing in the Ancient World: Case Studies from the Near East, Egypt, the Aegean, and South Asia. Cambridge: Cambridge University Press, pp. 144-166. DOI: https://doi.org/10.1017/9781108160186.012.
  3. Ameri, M. 2021. Reconstructing an administrative system: Storage and sealing at Gilund. In: Shirvalkar P. and Prasad E. Culture, Tradition and Continuity: Disquisitions in Honour of Prof. Vasant Shinde Vol II . Delhi: B.R. Publishing Corporation, pp. 419-436.
  4. Ameri, M.; Costello, S. K.; Jamison, G.; Scott, S. J. (eds.) 2018. Seals and Sealing in the Ancient World: Case Studies from the Near East, Egypt, the Aegean, and South Asia. Cambridge University Press.
  5. Bisht, R. S. 2015. “Excavations at Dholavira (Draft published for a limited period, now under publication).”
  6. CDLI contributors. “About CDLI.” Cuneiform Digital Library Initiative. 2024. Accessed July 9, 2024. https://cdli.mpiwg-berlin.mpg.de/about.
  7. Englund, R. K. 2014. “Seals and Sealing in CDLI Files.” Cuneiform Digital Library Notes 2014 (4). https://cdli.mpiwg-berlin.mpg.de/articles/cdln/2014-4.
  8. Faculty of Oriental Studies, University of Oxford. “ETCSL Homepage,” 2016. Accessed May 10, 2021. https://etcsl.orinst.ox.ac.uk/.
  9. Fairservis, W. A. 1986. “Cattle and the Harappan chiefdoms of the Indus Valley,” Expedition 28, no. 2, pp. 43
  10. Frenez, D. 2020. "Mirrored signs. Administrative and scriptorial information in the Indus Civilization clay sealings." In Studies on the Indus Script. Conference on the Indus Script, Mohenjodaro, pp. 21-38.
  11. Frenez, D.; Marizio T. 2005. “Lothal Sealings: Records from an Indus Civilization town at the eastern end of the maritime trade networks across the Arabian Sea.” In Studi in Onore di Enrica Fiandra. Contributi di archeologia egea e vicinorientale, Naples, edited by M. Perna, pp. 87–211
  12. Gokhale, P. 2024. Signs of Harappan Culture: Contextual narratives of excavated artefacts. (Doctoral dissertation, IISER Pune).
  13. Green, A. S. 2015. “Stamp Seals in the Political Economy of South Asia’s Earliest Cities.” PhD diss., New York University.
  14. ICIT, an Online Indus Writing Database. (2010-2026). Wells, B. K., and Fuls., A. http://www.indus.epigraphica.de/. (accessed May 16, 2023).
  15. Jamison, G. M. 2017 “The organization of Indus unicorn seal production: A diachronic comparative study of style, skill, and sociopolitical organization.” PhD diss., University of Wisconsin–Madison.
  16. Joshi, J. P.; Parpola, A. 1987. Corpus of Indus seals and inscriptions - Collections in India. Vol. 1. Annales Academiae Scientiarum Fennicae, Series B 239 - Memoirs of the Archaeological Survey of India 86. Suomalainen tiedeakatemia.
  17. Kenoyer, J. M. 2006. “The origin, context and function of the Indus script: Recent insights from Harappa.” In Proceedings of the Pre-symposium of RIHN and 7th ESCA Harvard-Kyoto Roundtable, edited by Toshiki Osada and Hase Noriko, pp. 9–27.
  18. Kenoyer, J. M. 2020. "The origin and development of the Indus Script: Insights from Harappa and other sites." In Studies on the Indus Script: Proceedings of the International Conference on the Indus Script. National Fund for Mohenjo-daro, Culture, Tourism, and Antiquities Department, Government of Sindh, Pakistan, Karachi, edited by K. Lashari, pp. 217–236.
  19. Konasukawa, A. 2015. “Comparative Analysis of the Seals in the Pre/Early Harappan Period and Harappan Seals through SEM and PEAKIT (3D) Analyses.” Puratattva 45, pp. 143–153.
  20. Mackay, E. J. 1938. Further Excavations in Mohenjo-daro, Vol. I, Manager of Publications.
  21. Marshall, J. (ed.) 1931. Mohenjo-daro and the Indus Civilization: Being an Official Account of Archaeological Excavations at Mohenjo Daro Carried out by the Government of India between the Years 1922 and 1927. Vol. 2. Arthur Probsthain.
  22. Matthews, R.; Richardson, A. 2018. “Cultic Resilience and Inter-City Engagement at the Dawn of Urban History: Protohistoric Mesopotamia and the ‘City Seals’, 3200–2750 BC.” World Archaeology 50 (5): pp. 723–47. DOI: doi:10.1080/00438243.2019.1592018.
  23. Meadow, R. H.; Kenoyer, J. M. 2000. “The ‘tiny steatite seals’ (incised steatite tablets) of Harappa: Some observations on their context and dating.” South Asian Archaeology 1997 (1), pp. 221–340.
  24. Pittman, H. 2018. “Administrative role of seal imagery in the Early Bronze Age: Mesopotamian and Iranian traders on the plateau.” In Seals and Sealing in the Ancient World: Case Studies from the Near East, Egypt, the Aegean, and South Asia, edited by Marta Ameri, Sarah Kielt Costello, Gregg M. Jamison, and Sarah Jarmer Scott, Cambridge University Press, pp. 13–35. DOI: https://doi.org/10.1017/9781108160186.008.
  25. Pittman, H. 2019. “Glyptic art from Arslantepe: interregional styles, imported seals and local seals.” In Arslantepe. Proceedings of the I. International Archaeology Symposium, 4-6 October 2018 Malatya, edited by Neslihan Durak and Marcella Frangipane, İnönü University / Roma La Sapienza University, pp 131–142.
  26. Possehl, G. L. 1996. Indus Age: The Writing System. Vol. 3. Indus age. University of Pennsylvania Press.
  27. Rakic, Y. Z. 2018. “Sealing Practices in the Akkadian Period.” In Seals and Sealing in the Ancient World: Case Studies from the Near East, Egypt, the Aegean, and South Asia, edited by Marta Ameri, Sarah Kielt Costello, Gregg Jamison, and Sarah Jarmer Scott, Cambridge University Press. pp. 81–94. DOI: https://doi.org/10.1017/9781108160186.008.
  28. Teissier, B. 1994. Sealing and seals on texts from Kültepe Kārum level 2. Nederlands Historisch-Archaeologisch Institution Te Istanbul.
  29. Tsouparopoulou, C. 2014. "Progress report: An online database for the documentation of seals, sealings, and seal impressions in the ancient near east." Studia Orientalia Electronica 2, pp 37-68.
  30. Wilensky, U. “NetLogo. Center for Connected Learning and Computer-Based Modeling, Northwestern University, Evanston, IL,” 1999-2023. Accessed Sept 25, 2023. http://ccl.northwestern.edu/netlogo/.
  31. Zettler, R. L. 1987. "Sealings as artifacts of institutional administration in ancient Mesopotamia." Journal of Cuneiform Studies 39, no. 2, pp. 197-240.