Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800005950

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.167

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930001812

distance 0.167 · cross-district

#2 · Kolhapurcell 4800006008

distance 0.177

#3 · Kolhapurcell 4800006185

distance 0.203

#4 · Kolhapurcell 4800005888

distance 0.216

#5 · Sataracell 4940000014

distance 0.216 · cross-district

#6 · Kolhapurcell 4800006079

distance 0.219

#7 · Kolhapurcell 4800006108

distance 0.224

#8 · Kolhapurcell 4800006007

distance 0.226

#9 · Kolhapurcell 4800006106

distance 0.23

#10 · Kolhapurcell 4800003420

distance 0.233

#11 · Kolhapurcell 4800003412

distance 0.234

#12 · Kolhapurcell 4800003470

distance 0.234

#13 · Sanglicell 4930000992

distance 0.239 · cross-district

#14 · Sanglicell 4930001817

distance 0.247 · cross-district

#15 · Sataracell 4940000013

distance 0.248 · cross-district

#16 · Kolhapurcell 4800006042

distance 0.251

#17 · Kolhapurcell 4800003463

distance 0.251

#18 · Sanglicell 4930002823

distance 0.251 · 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":4800005950}}}'

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.