Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930006042

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

0.197

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930004089

distance 0.197

#2 · Sanglicell 4930004088

distance 0.197

#3 · Sanglicell 4930007146

distance 0.21

#4 · Sanglicell 4930004369

distance 0.216

#5 · Solapurcell 4960008092

distance 0.225 · cross-district

#6 · Sataracell 4940000835

distance 0.226 · cross-district

#7 · Sanglicell 4930006186

distance 0.229

#8 · Solapurcell 4960009607

distance 0.234 · cross-district

#9 · Sanglicell 4930006248

distance 0.235

#10 · Solapurcell 4960008331

distance 0.236 · cross-district

#11 · Solapurcell 4960008328

distance 0.239 · cross-district

#12 · Sanglicell 4930006251

distance 0.24

#13 · Sataracell 4940000326

distance 0.241 · cross-district

#14 · Sanglicell 4930004084

distance 0.242

#15 · Solapurcell 4960009969

distance 0.245 · cross-district

#16 · Sanglicell 4930005304

distance 0.246

#17 · Kolhapurcell 4800003747

distance 0.246 · cross-district

#18 · Ahmednagarcell 4660001420

distance 0.248 · 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":4930006042}}}'

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.