Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800003154

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

0.235

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800003199

distance 0.235

#2 · Kolhapurcell 4800003391

distance 0.253

#3 · Kolhapurcell 4800003028

distance 0.262

#4 · Kolhapurcell 4800002985

distance 0.285

#5 · Kolhapurcell 4800003456

distance 0.289

#6 · Thanecell 4970003046

distance 0.294 · cross-district

#7 · Kolhapurcell 4800003774

distance 0.313

#8 · Kolhapurcell 4800002654

distance 0.313

#9 · Kolhapurcell 4800003342

distance 0.314

#10 · Kolhapurcell 4800003700

distance 0.323

#11 · Kolhapurcell 4800003446

distance 0.323

#12 · Kolhapurcell 4800003112

distance 0.324

#13 · Kolhapurcell 4800003029

distance 0.325

#14 · Kolhapurcell 4800002999

distance 0.327

#15 · Kolhapurcell 4800003702

distance 0.327

#16 · Kolhapurcell 4800003390

distance 0.335

#17 · Kolhapurcell 4800004650

distance 0.336

#18 · Kolhapurcell 4800004908

distance 0.338

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":4800003154}}}'

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.