Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800006219

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

0.163

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800006070

distance 0.163

#2 · Kolhapurcell 4800006218

distance 0.233

#3 · Kolhapurcell 4800006220

distance 0.241

#4 · Kolhapurcell 4800005729

distance 0.284

#5 · Ratnagiricell 4920001703

distance 0.294 · cross-district

#6 · Kolhapurcell 4800006023

distance 0.311

#7 · Kolhapurcell 4800006217

distance 0.323

#8 · Ratnagiricell 4920001796

distance 0.325 · cross-district

#9 · Kolhapurcell 4800006358

distance 0.326

#10 · Kolhapurcell 4800006194

distance 0.331

#11 · Ratnagiricell 4920001797

distance 0.331 · cross-district

#12 · Ratnagiricell 4920002693

distance 0.336 · cross-district

#13 · Ratnagiricell 4920001467

distance 0.337 · cross-district

#14 · Ratnagiricell 4920001746

distance 0.338 · cross-district

#15 · Kolhapurcell 4800006398

distance 0.343

#16 · Ratnagiricell 4920002261

distance 0.343 · cross-district

#17 · Ratnagiricell 4920002260

distance 0.349 · cross-district

#18 · Kolhapurcell 4800005498

distance 0.35

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":4800006219}}}'

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.