Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800003023

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.165

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800003066

distance 0.165

#2 · Kolhapurcell 4800002982

distance 0.214

#3 · Kolhapurcell 4800003338

distance 0.245

#4 · Kolhapurcell 4800003452

distance 0.259

#5 · Kolhapurcell 4800003286

distance 0.283

#6 · Kolhapurcell 4800003030

distance 0.284

#7 · Kolhapurcell 4800003187

distance 0.285

#8 · Kolhapurcell 4800003067

distance 0.288

#9 · Kolhapurcell 4800003346

distance 0.297

#10 · Kolhapurcell 4800004389

distance 0.298

#11 · Kolhapurcell 4800002901

distance 0.312

#12 · Kolhapurcell 4800002846

distance 0.315

#13 · Kolhapurcell 4800003149

distance 0.325

#14 · Kolhapurcell 4800003073

distance 0.325

#15 · Kolhapurcell 4800003631

distance 0.326

#16 · Kolhapurcell 4800004662

distance 0.331

#17 · Kolhapurcell 4800003512

distance 0.334

#18 · Kolhapurcell 4800004838

distance 0.336

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":4800003023}}}'

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.