Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930005886

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.13

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930005637

distance 0.13

#2 · Sanglicell 4930004513

distance 0.178

#3 · Sanglicell 4930005062

distance 0.188

#4 · Sanglicell 4930005534

distance 0.192

#5 · Sanglicell 4930004655

distance 0.197

#6 · Sanglicell 4930005734

distance 0.206

#7 · Sanglicell 4930006454

distance 0.214

#8 · Nashikcell 4870005277

distance 0.217 · cross-district

#9 · Sanglicell 4930005104

distance 0.22

#10 · Sanglicell 4930005565

distance 0.228

#11 · Solapurcell 4960008105

distance 0.228 · cross-district

#12 · Kolhapurcell 4800003967

distance 0.229 · cross-district

#13 · Sataracell 4940003698

distance 0.23 · cross-district

#14 · Sanglicell 4930004978

distance 0.23

#15 · Sataracell 4940006844

distance 0.231 · cross-district

#16 · Solapurcell 4960003808

distance 0.231 · cross-district

#17 · Sanglicell 4930005818

distance 0.233

#18 · Solapurcell 4960003815

distance 0.235 · 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":4930005886}}}'

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.