Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930004706

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

0.16

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930004117

distance 0.16

#2 · Sanglicell 4930005353

distance 0.183

#3 · Sanglicell 4930004144

distance 0.191

#4 · Sanglicell 4930004837

distance 0.206

#5 · Sanglicell 4930006291

distance 0.209

#6 · Sanglicell 4930005453

distance 0.211

#7 · Sanglicell 4930006347

distance 0.211

#8 · Solapurcell 4960000136

distance 0.213 · cross-district

#9 · Solapurcell 4960000179

distance 0.216 · cross-district

#10 · Solapurcell 4960000318

distance 0.219 · cross-district

#11 · Nashikcell 4870012578

distance 0.225 · cross-district

#12 · Sanglicell 4930004561

distance 0.225

#13 · Solapurcell 4960000065

distance 0.226 · cross-district

#14 · Sanglicell 4930006425

distance 0.226

#15 · Nashikcell 4870004852

distance 0.226 · cross-district

#16 · Sanglicell 4930004849

distance 0.228

#17 · Ahmednagarcell 4660003795

distance 0.228 · cross-district

#18 · Sanglicell 4930005914

distance 0.229

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":4930004706}}}'

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.