Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800006340

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.193

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800006341

distance 0.193

#2 · Kolhapurcell 4800006033

distance 0.202

#3 · Kolhapurcell 4800006331

distance 0.208

#4 · Kolhapurcell 4800006159

distance 0.233

#5 · Sanglicell 4930002986

distance 0.239 · cross-district

#6 · Kolhapurcell 4800006342

distance 0.252

#7 · Kolhapurcell 4800006229

distance 0.261

#8 · Kolhapurcell 4800006233

distance 0.265

#9 · Kolhapurcell 4800006337

distance 0.268

#10 · Sanglicell 4930001494

distance 0.279 · cross-district

#11 · Sanglicell 4930002310

distance 0.28 · cross-district

#12 · Kolhapurcell 4800006232

distance 0.286

#13 · Kolhapurcell 4800005937

distance 0.3

#14 · Kolhapurcell 4800003659

distance 0.3

#15 · Kolhapurcell 4800005931

distance 0.3

#16 · Sanglicell 4930002142

distance 0.305 · cross-district

#17 · Sataracell 4940000691

distance 0.307 · cross-district

#18 · Kolhapurcell 4800006047

distance 0.311

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":4800006340}}}'

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.