Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800000984

The MH-36 locality cells most similar to this Kolhapur 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

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.158

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800000987

distance 0.158

#2 · Sindhudurgcell 4950001625

distance 0.165 · cross-district

#3 · Kolhapurcell 4800000985

distance 0.169

#4 · Kolhapurcell 4800000986

distance 0.184

#5 · Kolhapurcell 4800001069

distance 0.215

#6 · Kolhapurcell 4800000908

distance 0.223

#7 · Kolhapurcell 4800000948

distance 0.247

#8 · Kolhapurcell 4800001128

distance 0.248

#9 · Kolhapurcell 4800000949

distance 0.278

#10 · Sindhudurgcell 4950001956

distance 0.279 · cross-district

#11 · Kolhapurcell 4800001164

distance 0.28

#12 · Sindhudurgcell 4950001097

distance 0.286 · cross-district

#13 · Sindhudurgcell 4950001904

distance 0.286 · cross-district

#14 · Sindhudurgcell 4950001731

distance 0.287 · cross-district

#15 · Sindhudurgcell 4950001045

distance 0.288 · cross-district

#16 · Sindhudurgcell 4950001167

distance 0.289 · cross-district

#17 · Kolhapurcell 4800001025

distance 0.289

#18 · Sindhudurgcell 4950001732

distance 0.295 · 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":480,"cluster_id":4800000984}}}'

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.