Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800005663

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.246

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800005585

distance 0.246

#2 · Kolhapurcell 4800002601

distance 0.348

#3 · Kolhapurcell 4800005162

distance 0.355

#4 · Kolhapurcell 4800002763

distance 0.373

#5 · Kolhapurcell 4800002984

distance 0.382

#6 · Kolhapurcell 4800004824

distance 0.408

#7 · Kolhapurcell 4800004664

distance 0.409

#8 · Kolhapurcell 4800005744

distance 0.411

#9 · Kolhapurcell 4800005741

distance 0.414

#10 · Kolhapurcell 4800002945

distance 0.416

#11 · Kolhapurcell 4800003295

distance 0.417

#12 · Kolhapurcell 4800005662

distance 0.42

#13 · Kolhapurcell 4800003400

distance 0.421

#14 · Kolhapurcell 4800005255

distance 0.421

#15 · Ratnagiricell 4920003634

distance 0.422 · cross-district

#16 · Kolhapurcell 4800006413

distance 0.425

#17 · Kolhapurcell 4800003508

distance 0.428

#18 · Kolhapurcell 4800003339

distance 0.428

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":4800005663}}}'

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.