Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800004863

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 5 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 4800004845

distance 0.154

#2 · Kolhapurcell 4800005827

distance 0.167

#3 · Kolhapurcell 4800004605

distance 0.167

#4 · Kolhapurcell 4800004498

distance 0.184

#5 · Kolhapurcell 4800005102

distance 0.21

#6 · Solapurcell 4960006680

distance 0.21 · cross-district

#7 · Kolhapurcell 4800004946

distance 0.211

#8 · Kolhapurcell 4800005542

distance 0.213

#9 · Kolhapurcell 4800004949

distance 0.215

#10 · Laturcell 4810002531

distance 0.22 · cross-district

#11 · Nandedcell 4850004193

distance 0.222 · cross-district

#12 · Sanglicell 4930001288

distance 0.225 · cross-district

#13 · Laturcell 4810002561

distance 0.227 · cross-district

#14 · Kolhapurcell 4800004088

distance 0.228

#15 · Kolhapurcell 4800005013

distance 0.231

#16 · Kolhapurcell 4800004342

distance 0.232

#17 · Solapurcell 4960006153

distance 0.232 · cross-district

#18 · Kolhapurcell 4800004006

distance 0.234

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":4800004863}}}'

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.