Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930004151

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 5 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.132

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930004148

distance 0.132

#2 · Sanglicell 4930004877

distance 0.172

#3 · Sanglicell 4930004821

distance 0.172

#4 · Sanglicell 4930005010

distance 0.179

#5 · Solapurcell 4960000079

distance 0.185 · cross-district

#6 · Sanglicell 4930003235

distance 0.187

#7 · Sanglicell 4930005231

distance 0.188

#8 · Sanglicell 4930004118

distance 0.192

#9 · Sanglicell 4930003412

distance 0.192

#10 · Sanglicell 4930004091

distance 0.196

#11 · Dharashivcell 4880001121

distance 0.199 · cross-district

#12 · Solapurcell 4960000018

distance 0.2 · cross-district

#13 · Solapurcell 4960000215

distance 0.201 · cross-district

#14 · Beedcell 4700004596

distance 0.202 · cross-district

#15 · Ahmednagarcell 4660003449

distance 0.205 · cross-district

#16 · Dharashivcell 4880000948

distance 0.205 · cross-district

#17 · Ahmednagarcell 4660003813

distance 0.207 · cross-district

#18 · Sanglicell 4930005776

distance 0.21

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":4930004151}}}'

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.