Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800005239

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

0.167

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800005488

distance 0.167

#2 · Kolhapurcell 4800005155

distance 0.17

#3 · Kolhapurcell 4800005153

distance 0.221

#4 · Kolhapurcell 4800005154

distance 0.224

#5 · Kolhapurcell 4800005654

distance 0.249

#6 · Ratnagiricell 4920001513

distance 0.271 · cross-district

#7 · Kolhapurcell 4800005246

distance 0.277

#8 · Ratnagiricell 4920001328

distance 0.289 · cross-district

#9 · Ratnagiricell 4920001286

distance 0.291 · cross-district

#10 · Ratnagiricell 4920003107

distance 0.296 · cross-district

#11 · Ratnagiricell 4920001414

distance 0.301 · cross-district

#12 · Ratnagiricell 4920001371

distance 0.302 · cross-district

#13 · Ratnagiricell 4920001235

distance 0.307 · cross-district

#14 · Ratnagiricell 4920003673

distance 0.309 · cross-district

#15 · Kolhapurcell 4800005405

distance 0.315

#16 · Kolhapurcell 4800003031

distance 0.319

#17 · Ratnagiricell 4920000795

distance 0.321 · cross-district

#18 · Ratnagiricell 4920000854

distance 0.327 · 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":4800005239}}}'

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.