Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800006035

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.188

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800006202

distance 0.188

#2 · Kolhapurcell 4800006286

distance 0.189

#3 · Kolhapurcell 4800006312

distance 0.203

#4 · Kolhapurcell 4800006131

distance 0.235

#5 · Kolhapurcell 4800006293

distance 0.248

#6 · Kolhapurcell 4800006072

distance 0.249

#7 · Kolhapurcell 4800006135

distance 0.253

#8 · Sanglicell 4930002814

distance 0.264 · cross-district

#9 · Kolhapurcell 4800005938

distance 0.264

#10 · Sanglicell 4930002984

distance 0.266 · cross-district

#11 · Kolhapurcell 4800006122

distance 0.267

#12 · Sanglicell 4930002986

distance 0.267 · cross-district

#13 · Kolhapurcell 4800006269

distance 0.271

#14 · Kolhapurcell 4800004396

distance 0.271

#15 · Kolhapurcell 4800006101

distance 0.281

#16 · Sanglicell 4930003333

distance 0.284 · cross-district

#17 · Kolhapurcell 4800006201

distance 0.286

#18 · Kolhapurcell 4800005501

distance 0.288

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":4800006035}}}'

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.