Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800005978

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 1 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.183

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800006027

distance 0.183

#2 · Kolhapurcell 4800005863

distance 0.193

#3 · Kolhapurcell 4800005864

distance 0.22

#4 · Kolhapurcell 4800006375

distance 0.235

#5 · Kolhapurcell 4800006031

distance 0.237

#6 · Kolhapurcell 4800006409

distance 0.254

#7 · Kolhapurcell 4800006067

distance 0.257

#8 · Kolhapurcell 4800006376

distance 0.258

#9 · Kolhapurcell 4800005982

distance 0.264

#10 · Kolhapurcell 4800006418

distance 0.271

#11 · Kolhapurcell 4800006419

distance 0.273

#12 · Kolhapurcell 4800005925

distance 0.278

#13 · Kolhapurcell 4800005921

distance 0.278

#14 · Kolhapurcell 4800006063

distance 0.283

#15 · Kolhapurcell 4800006116

distance 0.285

#16 · Kolhapurcell 4800006065

distance 0.291

#17 · Kolhapurcell 4800006397

distance 0.297

#18 · Kolhapurcell 4800006406

distance 0.299

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":4800005978}}}'

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.