Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800006109

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

0.196

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800005992

distance 0.196

#2 · Sanglicell 4930001813

distance 0.22 · cross-district

#3 · Kolhapurcell 4800003794

distance 0.226

#4 · Kolhapurcell 4800006136

distance 0.231

#5 · Kolhapurcell 4800006330

distance 0.251

#6 · Kolhapurcell 4800002835

distance 0.26

#7 · Kolhapurcell 4800006107

distance 0.273

#8 · Sataracell 4940001042

distance 0.286 · cross-district

#9 · Kolhapurcell 4800005935

distance 0.287

#10 · Kolhapurcell 4800006327

distance 0.292

#11 · Kolhapurcell 4800003519

distance 0.3

#12 · Sanglicell 4930001352

distance 0.3 · cross-district

#13 · Kolhapurcell 4800006045

distance 0.303

#14 · Sanglicell 4930003334

distance 0.303 · cross-district

#15 · Kolhapurcell 4800006343

distance 0.303

#16 · Dhulecell 4740003303

distance 0.306 · cross-district

#17 · Kolhapurcell 4800006050

distance 0.311

#18 · Kolhapurcell 4800003525

distance 0.312

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":4800006109}}}'

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.