Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900007275

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 7 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.196

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900006534

distance 0.196

#2 · Ahmednagarcell 4660001052

distance 0.211 · cross-district

#3 · Beedcell 4700001361

distance 0.216 · cross-district

#4 · Punecell 4900006779

distance 0.216

#5 · Punecell 4900006891

distance 0.22

#6 · Nashikcell 4870004992

distance 0.227 · cross-district

#7 · Dharashivcell 4880003999

distance 0.227 · cross-district

#8 · Punecell 4900007146

distance 0.23

#9 · Solapurcell 4960011732

distance 0.232 · cross-district

#10 · Ahmednagarcell 4660002251

distance 0.233 · cross-district

#11 · Dharashivcell 4880003921

distance 0.236 · cross-district

#12 · Ahmednagarcell 4660001739

distance 0.236 · cross-district

#13 · Ahmednagarcell 4660000789

distance 0.237 · cross-district

#14 · Jalgaoncell 4780008488

distance 0.237 · cross-district

#15 · Nashikcell 4870004861

distance 0.237 · cross-district

#16 · Solapurcell 4960011747

distance 0.24 · cross-district

#17 · Solapurcell 4960011991

distance 0.24 · cross-district

#18 · Punecell 4900007267

distance 0.242

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":4900007275}}}'

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.