Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900012174

The MH-36 locality cells most similar to this Pune cell across terrain, built form, land cover, climate dynamics and connectivity — ranked by a GUM-confidence-weighted (R24) distance, with the temporal block down-weighted. Each twin is a real cell with its own witnessed dossier.

Twins found

across 13 distinct districts

Index confidence

0.87

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

1.023

lower = more alike (weighted)

The twins, closest first

#1 · Thanecell 4970000546

distance 1.023 · cross-district

#2 · Punecell 4900012238

distance 1.208

#3 · Ahmednagarcell 4660011623

distance 1.22 · cross-district

#4 · Bhandaracell 4710003245

distance 1.28 · cross-district

#5 · Kolhapurcell 4800002320

distance 1.286 · cross-district

#6 · Ahmednagarcell 4660011457

distance 1.289 · cross-district

#7 · Dharashivcell 4880003994

distance 1.294 · cross-district

#8 · Kolhapurcell 4800002227

distance 1.302 · cross-district

#9 · Solapurcell 4960011051

distance 1.315 · cross-district

#10 · Kolhapurcell 4800002422

distance 1.337 · cross-district

#11 · Nagpurcell 4840003747

distance 1.345 · cross-district

#12 · Kolhapurcell 4800002272

distance 1.348 · cross-district

#13 · Wardhacell 4980003910

distance 1.371 · cross-district

#14 · Raigadcell 4910004992

distance 1.386 · cross-district

#15 · Nashikcell 4870001135

distance 1.389 · cross-district

#16 · Dharashivcell 4880003923

distance 1.399 · cross-district

#17 · Gadchirolicell 4750000292

distance 1.4 · cross-district

#18 · Yavatmalcell 5000011405

distance 1.405 · cross-district

witness: find_twins — morphology-twin-index-v2 (R24, GUM-confidence-weighted, magnitude-aware, temporal block down-weighted). Distance is the weighted feature distance; lower is more alike. Cross-district twins are the discriminative signal.

Re-witness these twins

curl -s https://api.gridrock.ai/mcp -H 'Content-Type: application/json' \
  -H 'Accept: application/json, text/event-stream' \
  -d '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"find_twins",
       "arguments":{"admin_code":490,"cluster_id":4900012174}}}'

Machine-readable JSON twin →Full dossier →

Scope: the live MH-36 cube. Twins are computed from the sha-verified morphology-v2 vector; the engine supplies no goodness/suitability ranking — only morphological similarity.