Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800005332

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

0.173

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800005330

distance 0.173

#2 · Kolhapurcell 4800005414

distance 0.182

#3 · Kolhapurcell 4800005331

distance 0.185

#4 · Kolhapurcell 4800005656

distance 0.189

#5 · Ratnagiricell 4920000490

distance 0.191 · cross-district

#6 · Kolhapurcell 4800004982

distance 0.193

#7 · Kolhapurcell 4800005411

distance 0.198

#8 · Kolhapurcell 4800004553

distance 0.205

#9 · Ratnagiricell 4920000700

distance 0.214 · cross-district

#10 · Kolhapurcell 4800005152

distance 0.221

#11 · Kolhapurcell 4800003978

distance 0.221

#12 · Ratnagiricell 4920000536

distance 0.223 · cross-district

#13 · Ratnagiricell 4920000547

distance 0.223 · cross-district

#14 · Ratnagiricell 4920000693

distance 0.23 · cross-district

#15 · Ratnagiricell 4920000590

distance 0.231 · cross-district

#16 · Ratnagiricell 4920000493

distance 0.231 · cross-district

#17 · Kolhapurcell 4800004981

distance 0.231

#18 · Ratnagiricell 4920001014

distance 0.234 · 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":4800005332}}}'

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.