Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930002987

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.163

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930002994

distance 0.163

#2 · Sanglicell 4930003346

distance 0.173

#3 · Kolhapurcell 4800006046

distance 0.19 · cross-district

#4 · Kolhapurcell 4800006186

distance 0.192 · cross-district

#5 · Sanglicell 4930001223

distance 0.199

#6 · Sanglicell 4930002316

distance 0.2

#7 · Kolhapurcell 4800006369

distance 0.202 · cross-district

#8 · Kolhapurcell 4800006161

distance 0.209 · cross-district

#9 · Sanglicell 4930002651

distance 0.214

#10 · Kolhapurcell 4800006086

distance 0.222 · cross-district

#11 · Sanglicell 4930003332

distance 0.223

#12 · Sanglicell 4930002816

distance 0.226

#13 · Sanglicell 4930003689

distance 0.226

#14 · Sanglicell 4930000991

distance 0.227

#15 · Sanglicell 4930000990

distance 0.228

#16 · Sanglicell 4930002820

distance 0.23

#17 · Sanglicell 4930001104

distance 0.23

#18 · Sanglicell 4930002988

distance 0.234

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":4930002987}}}'

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.