Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800003595

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.175

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800003531

distance 0.175

#2 · Kolhapurcell 4800003594

distance 0.186

#3 · Kolhapurcell 4800002680

distance 0.206

#4 · Kolhapurcell 4800003533

distance 0.213

#5 · Kolhapurcell 4800003796

distance 0.222

#6 · Kolhapurcell 4800003539

distance 0.224

#7 · Kolhapurcell 4800003600

distance 0.225

#8 · Kolhapurcell 4800003540

distance 0.231

#9 · Kolhapurcell 4800003532

distance 0.237

#10 · Sataracell 4940002388

distance 0.241 · cross-district

#11 · Kolhapurcell 4800003793

distance 0.246

#12 · Kolhapurcell 4800002625

distance 0.247

#13 · Sataracell 4940005934

distance 0.254 · cross-district

#14 · Kolhapurcell 4800002933

distance 0.265

#15 · Punecell 4900001209

distance 0.265 · cross-district

#16 · Kolhapurcell 4800002789

distance 0.266

#17 · Kolhapurcell 4800003266

distance 0.268

#18 · Kolhapurcell 4800003224

distance 0.27

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":4800003595}}}'

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.