Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800003944

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

0.128

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800004424

distance 0.128

#2 · Kolhapurcell 4800004180

distance 0.173

#3 · Kolhapurcell 4800004242

distance 0.184

#4 · Kolhapurcell 4800005292

distance 0.194

#5 · Sanglicell 4930000469

distance 0.201 · cross-district

#6 · Kolhapurcell 4800004004

distance 0.204

#7 · Kolhapurcell 4800004184

distance 0.207

#8 · Laturcell 4810003362

distance 0.233 · cross-district

#9 · Kolhapurcell 4800004675

distance 0.238

#10 · Sanglicell 4930002536

distance 0.242 · cross-district

#11 · Kolhapurcell 4800004103

distance 0.243

#12 · Kolhapurcell 4800005028

distance 0.245

#13 · Kolhapurcell 4800005376

distance 0.246

#14 · Kolhapurcell 4800005373

distance 0.247

#15 · Jalnacell 4790004130

distance 0.248 · cross-district

#16 · Laturcell 4810000471

distance 0.248 · cross-district

#17 · Kolhapurcell 4800004161

distance 0.255

#18 · Kolhapurcell 4800004413

distance 0.257

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":4800003944}}}'

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.