Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800005152

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 2 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.133

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800005067

distance 0.133

#2 · Kolhapurcell 4800004982

distance 0.156

#3 · Ratnagiricell 4920000653

distance 0.163 · cross-district

#4 · Kolhapurcell 4800005157

distance 0.174

#5 · Ratnagiricell 4920000700

distance 0.177 · cross-district

#6 · Kolhapurcell 4800005331

distance 0.182

#7 · Ratnagiricell 4920001508

distance 0.189 · cross-district

#8 · Kolhapurcell 4800005652

distance 0.19

#9 · Kolhapurcell 4800005731

distance 0.192

#10 · Kolhapurcell 4800005330

distance 0.197

#11 · Ratnagiricell 4920001014

distance 0.203 · cross-district

#12 · Kolhapurcell 4800004553

distance 0.204

#13 · Ratnagiricell 4920001468

distance 0.204 · cross-district

#14 · Ratnagiricell 4920000701

distance 0.208 · cross-district

#15 · Ratnagiricell 4920001194

distance 0.208 · cross-district

#16 · Ratnagiricell 4920000904

distance 0.209 · cross-district

#17 · Kolhapurcell 4800005414

distance 0.211

#18 · Ratnagiricell 4920000850

distance 0.211 · 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":4800005152}}}'

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.