Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800004472

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 1 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.121

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800004559

distance 0.121

#2 · Kolhapurcell 4800005265

distance 0.13

#3 · Kolhapurcell 4800004829

distance 0.147

#4 · Kolhapurcell 4800005670

distance 0.164

#5 · Kolhapurcell 4800005744

distance 0.181

#6 · Kolhapurcell 4800004646

distance 0.184

#7 · Kolhapurcell 4800005080

distance 0.192

#8 · Kolhapurcell 4800004751

distance 0.196

#9 · Kolhapurcell 4800005668

distance 0.212

#10 · Kolhapurcell 4800005176

distance 0.215

#11 · Kolhapurcell 4800005600

distance 0.227

#12 · Kolhapurcell 4800005664

distance 0.234

#13 · Kolhapurcell 4800005735

distance 0.234

#14 · Kolhapurcell 4800004664

distance 0.237

#15 · Kolhapurcell 4800005507

distance 0.24

#16 · Kolhapurcell 4800004075

distance 0.24

#17 · Kolhapurcell 4800003454

distance 0.241

#18 · Kolhapurcell 4800004990

distance 0.242

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":4800004472}}}'

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.