Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930002802

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 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.112

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930001958

distance 0.112

#2 · Solapurcell 4960000081

distance 0.148 · cross-district

#3 · Sanglicell 4930005611

distance 0.149

#4 · Sanglicell 4930002459

distance 0.152

#5 · Sanglicell 4930002786

distance 0.154

#6 · Solapurcell 4960000904

distance 0.155 · cross-district

#7 · Sanglicell 4930005946

distance 0.163

#8 · Solapurcell 4960000618

distance 0.166 · cross-district

#9 · Sanglicell 4930005616

distance 0.169

#10 · Solapurcell 4960000491

distance 0.173 · cross-district

#11 · Solapurcell 4960003165

distance 0.173 · cross-district

#12 · Sanglicell 4930003141

distance 0.177

#13 · Sanglicell 4930004890

distance 0.178

#14 · Solapurcell 4960000359

distance 0.18 · cross-district

#15 · Solapurcell 4960000490

distance 0.181 · cross-district

#16 · Sanglicell 4930002973

distance 0.186

#17 · Sanglicell 4930004629

distance 0.187

#18 · Sanglicell 4930004477

distance 0.188

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":4930002802}}}'

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.