Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930005939

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

0.13

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930004453

distance 0.13

#2 · Solapurcell 4960010940

distance 0.144 · cross-district

#3 · Solapurcell 4960000642

distance 0.148 · cross-district

#4 · Solapurcell 4960000323

distance 0.156 · cross-district

#5 · Solapurcell 4960011695

distance 0.156 · cross-district

#6 · Sanglicell 4930005855

distance 0.157

#7 · Dharashivcell 4880006253

distance 0.158 · cross-district

#8 · Solapurcell 4960000032

distance 0.169 · cross-district

#9 · Laturcell 4810004163

distance 0.17 · cross-district

#10 · Dharashivcell 4880005580

distance 0.17 · cross-district

#11 · Beedcell 4700000001

distance 0.171 · cross-district

#12 · Sanglicell 4930006232

distance 0.171

#13 · Solapurcell 4960011445

distance 0.172 · cross-district

#14 · Sanglicell 4930006503

distance 0.172

#15 · Ahmednagarcell 4660004101

distance 0.172 · cross-district

#16 · Beedcell 4700002855

distance 0.174 · cross-district

#17 · Solapurcell 4960010559

distance 0.177 · cross-district

#18 · Beedcell 4700000545

distance 0.177 · 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":4930005939}}}'

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.