Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800001121

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

0.051

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800001177

distance 0.051

#2 · Kolhapurcell 4800001182

distance 0.06

#3 · Kolhapurcell 4800001117

distance 0.07

#4 · Kolhapurcell 4800001019

distance 0.075

#5 · Kolhapurcell 4800001017

distance 0.076

#6 · Kolhapurcell 4800001062

distance 0.076

#7 · Kolhapurcell 4800001181

distance 0.091

#8 · Kolhapurcell 4800001063

distance 0.092

#9 · Kolhapurcell 4800000858

distance 0.094

#10 · Sindhudurgcell 4950001335

distance 0.094 · cross-district

#11 · Sindhudurgcell 4950001009

distance 0.096 · cross-district

#12 · Kolhapurcell 4800000900

distance 0.096

#13 · Sindhudurgcell 4950001687

distance 0.097 · cross-district

#14 · Sindhudurgcell 4950001561

distance 0.098 · cross-district

#15 · Kolhapurcell 4800000860

distance 0.102

#16 · Kolhapurcell 4800001015

distance 0.103

#17 · Kolhapurcell 4800001176

distance 0.105

#18 · Sindhudurgcell 4950001334

distance 0.105 · 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":4800001121}}}'

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.