Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800003896

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.153

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930000179

distance 0.153 · cross-district

#2 · Kolhapurcell 4800003820

distance 0.162

#3 · Solapurcell 4960010221

distance 0.174 · cross-district

#4 · Kolhapurcell 4800004800

distance 0.177

#5 · Kolhapurcell 4800004450

distance 0.196

#6 · Sanglicell 4930000145

distance 0.201 · cross-district

#7 · Kolhapurcell 4800004625

distance 0.203

#8 · Kolhapurcell 4800003681

distance 0.208

#9 · Kolhapurcell 4800004204

distance 0.209

#10 · Kolhapurcell 4800004449

distance 0.209

#11 · Kolhapurcell 4800003490

distance 0.209

#12 · Kolhapurcell 4800004630

distance 0.21

#13 · Kolhapurcell 4800003550

distance 0.212

#14 · Punecell 4900005678

distance 0.212 · cross-district

#15 · Sanglicell 4930000180

distance 0.212 · cross-district

#16 · Kolhapurcell 4800005232

distance 0.214

#17 · Kolhapurcell 4800003743

distance 0.215

#18 · Kolhapurcell 4800003890

distance 0.216

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":4800003896}}}'

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.