Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800000053

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 1 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.223

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800000012

distance 0.223

#2 · Kolhapurcell 4800000070

distance 0.234

#3 · Kolhapurcell 4800000144

distance 0.235

#4 · Kolhapurcell 4800000175

distance 0.247

#5 · Kolhapurcell 4800000223

distance 0.26

#6 · Kolhapurcell 4800000192

distance 0.266

#7 · Kolhapurcell 4800000159

distance 0.272

#8 · Kolhapurcell 4800000016

distance 0.291

#9 · Kolhapurcell 4800000009

distance 0.291

#10 · Kolhapurcell 4800000218

distance 0.297

#11 · Kolhapurcell 4800000101

distance 0.299

#12 · Kolhapurcell 4800000263

distance 0.32

#13 · Kolhapurcell 4800000116

distance 0.324

#14 · Kolhapurcell 4800000251

distance 0.325

#15 · Kolhapurcell 4800000114

distance 0.326

#16 · Kolhapurcell 4800000260

distance 0.33

#17 · Kolhapurcell 4800000262

distance 0.35

#18 · Kolhapurcell 4800000089

distance 0.36

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":4800000053}}}'

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.