Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930004203

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

0.179

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940000478

distance 0.179 · cross-district

#2 · Sanglicell 4930004356

distance 0.182

#3 · Sanglicell 4930003887

distance 0.206

#4 · Sanglicell 4930001246

distance 0.21

#5 · Sataracell 4940000153

distance 0.213 · cross-district

#6 · Sanglicell 4930004052

distance 0.222

#7 · Ahmednagarcell 4660014022

distance 0.237 · cross-district

#8 · Sataracell 4940000539

distance 0.242 · cross-district

#9 · Kolhapurcell 4800005784

distance 0.243 · cross-district

#10 · Sanglicell 4930004937

distance 0.245

#11 · Sataracell 4940000056

distance 0.257 · cross-district

#12 · Sataracell 4940000080

distance 0.26 · cross-district

#13 · Sataracell 4940000599

distance 0.265 · cross-district

#14 · Sanglicell 4930004934

distance 0.266

#15 · Sanglicell 4930003193

distance 0.266

#16 · Nashikcell 4870003981

distance 0.269 · cross-district

#17 · Sataracell 4940000431

distance 0.272 · cross-district

#18 · Sanglicell 4930004039

distance 0.272

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":4930004203}}}'

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.