Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800000221

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

0.222

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800000015

distance 0.222

#2 · Kolhapurcell 4800000077

distance 0.222

#3 · Kolhapurcell 4800000025

distance 0.251

#4 · Kolhapurcell 4800000103

distance 0.254

#5 · Kolhapurcell 4800000185

distance 0.26

#6 · Kolhapurcell 4800000013

distance 0.273

#7 · Kolhapurcell 4800000188

distance 0.288

#8 · Kolhapurcell 4800000104

distance 0.296

#9 · Kolhapurcell 4800000011

distance 0.312

#10 · Kolhapurcell 4800000157

distance 0.316

#11 · Kolhapurcell 4800000219

distance 0.317

#12 · Kolhapurcell 4800000189

distance 0.323

#13 · Kolhapurcell 4800000220

distance 0.323

#14 · Kolhapurcell 4800000140

distance 0.324

#15 · Kolhapurcell 4800000232

distance 0.327

#16 · Kolhapurcell 4800000054

distance 0.327

#17 · Kolhapurcell 4800000215

distance 0.332

#18 · Kolhapurcell 4800000110

distance 0.335

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":4800000221}}}'

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.