Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930004039

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

0.171

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940000768

distance 0.171 · cross-district

#2 · Sanglicell 4930006408

distance 0.177

#3 · Sanglicell 4930004038

distance 0.184

#4 · Sataracell 4940000153

distance 0.195 · cross-district

#5 · Sanglicell 4930004348

distance 0.198

#6 · Sataracell 4940000275

distance 0.203 · cross-district

#7 · Sataracell 4940000542

distance 0.208 · cross-district

#8 · Sataracell 4940000120

distance 0.213 · cross-district

#9 · Sataracell 4940000666

distance 0.213 · cross-district

#10 · Sataracell 4940000539

distance 0.213 · cross-district

#11 · Sataracell 4940000421

distance 0.215 · cross-district

#12 · Sanglicell 4930003706

distance 0.216

#13 · Sataracell 4940000080

distance 0.22 · cross-district

#14 · Sataracell 4940000491

distance 0.222 · cross-district

#15 · Sataracell 4940000478

distance 0.226 · cross-district

#16 · Sanglicell 4930004493

distance 0.227

#17 · Sanglicell 4930004494

distance 0.231

#18 · Sataracell 4940001128

distance 0.231 · 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":4930004039}}}'

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.