Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800004200

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

0.143

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800004284

distance 0.143

#2 · Sanglicell 4930000145

distance 0.186 · cross-district

#3 · Kolhapurcell 4800004282

distance 0.194

#4 · Kolhapurcell 4800004203

distance 0.199

#5 · Kolhapurcell 4800004204

distance 0.214

#6 · Kolhapurcell 4800004713

distance 0.222

#7 · Sanglicell 4930000179

distance 0.223 · cross-district

#8 · Kolhapurcell 4800003680

distance 0.226

#9 · Kolhapurcell 4800003550

distance 0.234

#10 · Kolhapurcell 4800004122

distance 0.235

#11 · Kolhapurcell 4800003896

distance 0.239

#12 · Kolhapurcell 4800005232

distance 0.242

#13 · Jalgaoncell 4780007619

distance 0.242 · cross-district

#14 · Kolhapurcell 4800003894

distance 0.242

#15 · Punecell 4900000949

distance 0.244 · cross-district

#16 · Kolhapurcell 4800004629

distance 0.26

#17 · Punecell 4900000251

distance 0.263 · cross-district

#18 · Punecell 4900000398

distance 0.265 · cross-district

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":4800004200}}}'

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.