Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880000821

The MH-36 locality cells most similar to this Dharashiv 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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.177

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930005853

distance 0.177 · cross-district

#2 · Dharashivcell 4880000908

distance 0.183

#3 · Dharashivcell 4880000906

distance 0.183

#4 · Sanglicell 4930005667

distance 0.186 · cross-district

#5 · Dharashivcell 4880000665

distance 0.187

#6 · Dharashivcell 4880000313

distance 0.194

#7 · Beedcell 4700002765

distance 0.197 · cross-district

#8 · Beedcell 4700001644

distance 0.208 · cross-district

#9 · Sanglicell 4930003759

distance 0.208 · cross-district

#10 · Dharashivcell 4880000820

distance 0.209

#11 · Beedcell 4700004611

distance 0.214 · cross-district

#12 · Beedcell 4700003471

distance 0.214 · cross-district

#13 · Sanglicell 4930004393

distance 0.215 · cross-district

#14 · Sanglicell 4930004259

distance 0.216 · cross-district

#15 · Solapurcell 4960000104

distance 0.217 · cross-district

#16 · Sanglicell 4930006273

distance 0.218 · cross-district

#17 · Kolhapurcell 4800003941

distance 0.22 · cross-district

#18 · Kolhapurcell 4800005372

distance 0.222 · 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":488,"cluster_id":4880000821}}}'

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.