Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800002918

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.291

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800002726

distance 0.291

#2 · Sataracell 4940000880

distance 0.369 · cross-district

#3 · Kolhapurcell 4800005130

distance 0.378

#4 · Kolhapurcell 4800002728

distance 0.378

#5 · Kolhapurcell 4800003596

distance 0.378

#6 · Kolhapurcell 4800003777

distance 0.395

#7 · Kolhapurcell 4800002886

distance 0.397

#8 · Kolhapurcell 4800003459

distance 0.403

#9 · Kolhapurcell 4800004933

distance 0.405

#10 · Kolhapurcell 4800004455

distance 0.413

#11 · Kolhapurcell 4800004124

distance 0.413

#12 · Kolhapurcell 4800005907

distance 0.415

#13 · Solapurcell 4960001182

distance 0.423 · cross-district

#14 · Sataracell 4940001106

distance 0.423 · cross-district

#15 · Kolhapurcell 4800004801

distance 0.425

#16 · Nashikcell 4870005985

distance 0.427 · cross-district

#17 · Kolhapurcell 4800004497

distance 0.432

#18 · Kolhapurcell 4800003169

distance 0.433

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":4800002918}}}'

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.