Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800005069

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

0.158

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800005333

distance 0.158

#2 · Kolhapurcell 4800004382

distance 0.162

#3 · Kolhapurcell 4800005157

distance 0.193

#4 · Ratnagiricell 4920001006

distance 0.196 · cross-district

#5 · Kolhapurcell 4800004468

distance 0.207

#6 · Ratnagiricell 4920001200

distance 0.207 · cross-district

#7 · Ratnagiricell 4920000584

distance 0.208 · cross-district

#8 · Ratnagiricell 4920001284

distance 0.211 · cross-district

#9 · Ratnagiricell 4920000959

distance 0.217 · cross-district

#10 · Ratnagiricell 4920000692

distance 0.22 · cross-district

#11 · Ratnagiricell 4920001413

distance 0.221 · cross-district

#12 · Ratnagiricell 4920000598

distance 0.222 · cross-district

#13 · Ratnagiricell 4920001201

distance 0.222 · cross-district

#14 · Ratnagiricell 4920001110

distance 0.224 · cross-district

#15 · Ratnagiricell 4920000752

distance 0.226 · cross-district

#16 · Ratnagiricell 4920000597

distance 0.23 · cross-district

#17 · Kolhapurcell 4800005328

distance 0.231

#18 · Ratnagiricell 4920000850

distance 0.232 · 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":4800005069}}}'

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.