Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930003645

The MH-36 locality cells most similar to this Sangli 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 6 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.185

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930002105

distance 0.185

#2 · Beedcell 4700002017

distance 0.214 · cross-district

#3 · Beedcell 4700001857

distance 0.228 · cross-district

#4 · Dharashivcell 4880001402

distance 0.231 · cross-district

#5 · Solapurcell 4960012366

distance 0.237 · cross-district

#6 · Beedcell 4700001400

distance 0.238 · cross-district

#7 · Nandedcell 4850000560

distance 0.241 · cross-district

#8 · Nandedcell 4850001078

distance 0.245 · cross-district

#9 · Dharashivcell 4880002097

distance 0.245 · cross-district

#10 · Solapurcell 4960010724

distance 0.246 · cross-district

#11 · Beedcell 4700000992

distance 0.246 · cross-district

#12 · Beedcell 4700002016

distance 0.249 · cross-district

#13 · Beedcell 4700008234

distance 0.25 · cross-district

#14 · Dharashivcell 4880000252

distance 0.251 · cross-district

#15 · Nandedcell 4850001075

distance 0.251 · cross-district

#16 · Solapurcell 4960012354

distance 0.252 · cross-district

#17 · Solapurcell 4960012640

distance 0.253 · cross-district

#18 · Laturcell 4810001803

distance 0.254 · 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":493,"cluster_id":4930003645}}}'

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.