Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930003102

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 4 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.153

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930002761

distance 0.153

#2 · Beedcell 4700005233

distance 0.154 · cross-district

#3 · Sanglicell 4930003627

distance 0.161

#4 · Sanglicell 4930002594

distance 0.171

#5 · Solapurcell 4960006700

distance 0.186 · cross-district

#6 · Dharashivcell 4880004564

distance 0.189 · cross-district

#7 · Dharashivcell 4880005557

distance 0.193 · cross-district

#8 · Solapurcell 4960004442

distance 0.194 · cross-district

#9 · Sanglicell 4930002928

distance 0.195

#10 · Dharashivcell 4880004562

distance 0.2 · cross-district

#11 · Dharashivcell 4880004744

distance 0.2 · cross-district

#12 · Beedcell 4700003878

distance 0.201 · cross-district

#13 · Sanglicell 4930000989

distance 0.201

#14 · Solapurcell 4960012473

distance 0.202 · cross-district

#15 · Beedcell 4700007007

distance 0.203 · cross-district

#16 · Beedcell 4700005065

distance 0.204 · cross-district

#17 · Sanglicell 4930002072

distance 0.207

#18 · Beedcell 4700006511

distance 0.21 · 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":4930003102}}}'

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.