Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930004775

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 6 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.164

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800006453

distance 0.164 · cross-district

#2 · Sanglicell 4930004633

distance 0.198

#3 · Sataracell 4940000677

distance 0.209 · cross-district

#4 · Sataracell 4940002702

distance 0.21 · cross-district

#5 · Ratnagiricell 4920003080

distance 0.21 · cross-district

#6 · Sataracell 4940000905

distance 0.214 · cross-district

#7 · Kolhapurcell 4800006493

distance 0.217 · cross-district

#8 · Ratnagiricell 4920003131

distance 0.218 · cross-district

#9 · Sanglicell 4930005170

distance 0.22

#10 · Buldhanacell 4720008322

distance 0.222 · cross-district

#11 · Sataracell 4940001270

distance 0.226 · cross-district

#12 · Sataracell 4940001546

distance 0.226 · cross-district

#13 · Nandurbarcell 4860003178

distance 0.227 · cross-district

#14 · Sataracell 4940002920

distance 0.228 · cross-district

#15 · Buldhanacell 4720008345

distance 0.237 · cross-district

#16 · Sataracell 4940002812

distance 0.237 · cross-district

#17 · Sataracell 4940002138

distance 0.238 · cross-district

#18 · Buldhanacell 4720008291

distance 0.239 · 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":4930004775}}}'

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.