Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900005273

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.158

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900005263

distance 0.158

#2 · Beedcell 4700005778

distance 0.178 · cross-district

#3 · Punecell 4900005137

distance 0.182

#4 · Beedcell 4700006886

distance 0.195 · cross-district

#5 · Beedcell 4700004757

distance 0.205 · cross-district

#6 · Nashikcell 4870012958

distance 0.206 · cross-district

#7 · Jalgaoncell 4780009166

distance 0.207 · cross-district

#8 · Jalgaoncell 4780009955

distance 0.207 · cross-district

#9 · Solapurcell 4960004958

distance 0.215 · cross-district

#10 · Beedcell 4700004708

distance 0.216 · cross-district

#11 · Nashikcell 4870006826

distance 0.216 · cross-district

#12 · Beedcell 4700005118

distance 0.218 · cross-district

#13 · Sanglicell 4930004701

distance 0.219 · cross-district

#14 · Beedcell 4700007000

distance 0.221 · cross-district

#15 · Jalgaoncell 4780009869

distance 0.222 · cross-district

#16 · Jalgaoncell 4780009655

distance 0.223 · cross-district

#17 · Ahmednagarcell 4660002273

distance 0.224 · cross-district

#18 · Jalgaoncell 4780009656

distance 0.224 · 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":4900005273}}}'

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.