Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800002564

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

0.243

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800003069

distance 0.243

#2 · Kolhapurcell 4800002658

distance 0.251

#3 · Kolhapurcell 4800002854

distance 0.252

#4 · Kolhapurcell 4800003243

distance 0.257

#5 · Kolhapurcell 4800005576

distance 0.26

#6 · Kolhapurcell 4800003493

distance 0.268

#7 · Ratnagiricell 4920000595

distance 0.269 · cross-district

#8 · Kolhapurcell 4800002909

distance 0.271

#9 · Kolhapurcell 4800003754

distance 0.272

#10 · Kolhapurcell 4800003329

distance 0.272

#11 · Kolhapurcell 4800003618

distance 0.272

#12 · Kolhapurcell 4800002609

distance 0.274

#13 · Ratnagiricell 4920003160

distance 0.275 · cross-district

#14 · Kolhapurcell 4800002995

distance 0.276

#15 · Kolhapurcell 4800003434

distance 0.277

#16 · Kolhapurcell 4800002565

distance 0.279

#17 · Kolhapurcell 4800003568

distance 0.279

#18 · Kolhapurcell 4800003250

distance 0.28

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":4800002564}}}'

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.