Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800001723

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.169

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800001663

distance 0.169

#2 · Kolhapurcell 4800002486

distance 0.172

#3 · Kolhapurcell 4800001835

distance 0.184

#4 · Beedcell 4700005933

distance 0.187 · cross-district

#5 · Kolhapurcell 4800002177

distance 0.201

#6 · Ahmednagarcell 4660003045

distance 0.213 · cross-district

#7 · Kolhapurcell 4800002008

distance 0.217

#8 · Kolhapurcell 4800001950

distance 0.22

#9 · Kolhapurcell 4800001610

distance 0.221

#10 · Kolhapurcell 4800002059

distance 0.23

#11 · Buldhanacell 4720002860

distance 0.231 · cross-district

#12 · Kolhapurcell 4800002111

distance 0.232

#13 · Beedcell 4700005792

distance 0.235 · cross-district

#14 · Beedcell 4700003512

distance 0.235 · cross-district

#15 · Yavatmalcell 5000004301

distance 0.236 · cross-district

#16 · Sanglicell 4930005768

distance 0.236 · cross-district

#17 · Kolhapurcell 4800001331

distance 0.239

#18 · Ahmednagarcell 4660002899

distance 0.24 · 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":4800001723}}}'

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.