Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800001176

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

0.054

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800001181

distance 0.054

#2 · Kolhapurcell 4800000901

distance 0.073

#3 · Kolhapurcell 4800000860

distance 0.079

#4 · Kolhapurcell 4800001017

distance 0.086

#5 · Kolhapurcell 4800000981

distance 0.104

#6 · Kolhapurcell 4800001121

distance 0.105

#7 · Kolhapurcell 4800001112

distance 0.107

#8 · Sindhudurgcell 4950001224

distance 0.107 · cross-district

#9 · Kolhapurcell 4800001064

distance 0.108

#10 · Kolhapurcell 4800001015

distance 0.109

#11 · Kolhapurcell 4800001120

distance 0.112

#12 · Kolhapurcell 4800001062

distance 0.112

#13 · Kolhapurcell 4800001019

distance 0.115

#14 · Kolhapurcell 4800000859

distance 0.116

#15 · Sindhudurgcell 4950001334

distance 0.118 · cross-district

#16 · Kolhapurcell 4800000746

distance 0.12

#17 · Kolhapurcell 4800000902

distance 0.126

#18 · Kolhapurcell 4800001173

distance 0.126

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":4800001176}}}'

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.