Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800004944

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

0.182

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800005765

distance 0.182

#2 · Sanglicell 4930002897

distance 0.196 · cross-district

#3 · Sanglicell 4930001558

distance 0.215 · cross-district

#4 · Solapurcell 4960007475

distance 0.217 · cross-district

#5 · Kolhapurcell 4800004024

distance 0.218

#6 · Kolhapurcell 4800004346

distance 0.221

#7 · Kolhapurcell 4800004023

distance 0.222

#8 · Solapurcell 4960003824

distance 0.222 · cross-district

#9 · Kolhapurcell 4800004582

distance 0.223

#10 · Jalnacell 4790004076

distance 0.224 · cross-district

#11 · Kolhapurcell 4800005120

distance 0.226

#12 · Sanglicell 4930002067

distance 0.227 · cross-district

#13 · Sanglicell 4930000962

distance 0.231 · cross-district

#14 · Kolhapurcell 4800004687

distance 0.231

#15 · Kolhapurcell 4800005539

distance 0.234

#16 · Kolhapurcell 4800005374

distance 0.234

#17 · Kolhapurcell 4800003873

distance 0.234

#18 · Kolhapurcell 4800005689

distance 0.235

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":4800004944}}}'

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.