Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930007002

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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.102

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930006974

distance 0.102

#2 · Sataracell 4940002339

distance 0.163 · cross-district

#3 · Sataracell 4940003013

distance 0.172 · cross-district

#4 · Sanglicell 4930006863

distance 0.189

#5 · Sanglicell 4930006964

distance 0.191

#6 · Sataracell 4940006329

distance 0.204 · cross-district

#7 · Sanglicell 4930007072

distance 0.212

#8 · Sataracell 4940001912

distance 0.213 · cross-district

#9 · Sanglicell 4930007040

distance 0.217

#10 · Sanglicell 4930006376

distance 0.222

#11 · Sanglicell 4930006935

distance 0.223

#12 · Sataracell 4940002123

distance 0.224 · cross-district

#13 · Sataracell 4940003693

distance 0.225 · cross-district

#14 · Sataracell 4940003700

distance 0.225 · cross-district

#15 · Sanglicell 4930006892

distance 0.225

#16 · Sanglicell 4930006653

distance 0.226

#17 · Sataracell 4940002904

distance 0.227 · cross-district

#18 · Sataracell 4940006224

distance 0.229 · 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":4930007002}}}'

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.