Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930004138

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.173

lower = more alike (weighted)

The twins, closest first

#1 · Solapurcell 4960000015

distance 0.173 · cross-district

#2 · Solapurcell 4960000235

distance 0.177 · cross-district

#3 · Sanglicell 4930007038

distance 0.182

#4 · Sanglicell 4930001717

distance 0.182

#5 · Solapurcell 4960000231

distance 0.185 · cross-district

#6 · Solapurcell 4960000184

distance 0.185 · cross-district

#7 · Sanglicell 4930004597

distance 0.187

#8 · Solapurcell 4960000289

distance 0.195 · cross-district

#9 · Solapurcell 4960000233

distance 0.195 · cross-district

#10 · Sanglicell 4930005474

distance 0.198

#11 · Solapurcell 4960000527

distance 0.199 · cross-district

#12 · Sanglicell 4930000435

distance 0.199

#13 · Ahmednagarcell 4660003922

distance 0.201 · cross-district

#14 · Solapurcell 4960012388

distance 0.202 · cross-district

#15 · Nashikcell 4870005883

distance 0.202 · cross-district

#16 · Sanglicell 4930002744

distance 0.202

#17 · Solapurcell 4960000163

distance 0.203 · cross-district

#18 · Solapurcell 4960000313

distance 0.204 · 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":4930004138}}}'

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.