Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800001734

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

0.154

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800001798

distance 0.154

#2 · Kolhapurcell 4800001684

distance 0.193

#3 · Kolhapurcell 4800002022

distance 0.199

#4 · Kolhapurcell 4800002023

distance 0.204

#5 · Kolhapurcell 4800001677

distance 0.205

#6 · Sanglicell 4930006386

distance 0.206 · cross-district

#7 · Kolhapurcell 4800001852

distance 0.206

#8 · Kolhapurcell 4800001339

distance 0.209

#9 · Kolhapurcell 4800001967

distance 0.21

#10 · Kolhapurcell 4800001520

distance 0.212

#11 · Kolhapurcell 4800002024

distance 0.219

#12 · Solapurcell 4960008722

distance 0.22 · cross-district

#13 · Kolhapurcell 4800001575

distance 0.225

#14 · Kolhapurcell 4800001460

distance 0.23

#15 · Kolhapurcell 4800001624

distance 0.234

#16 · Solapurcell 4960008721

distance 0.234 · cross-district

#17 · Solapurcell 4960007864

distance 0.236 · cross-district

#18 · Solapurcell 4960007969

distance 0.238 · 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":4800001734}}}'

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.