Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800004575

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.31

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800004226

distance 0.31

#2 · Kolhapurcell 4800005091

distance 0.334

#3 · Kolhapurcell 4800004321

distance 0.356

#4 · Kolhapurcell 4800004912

distance 0.363

#5 · Kolhapurcell 4800006078

distance 0.364

#6 · Kolhapurcell 4800003302

distance 0.399

#7 · Kolhapurcell 4800004574

distance 0.415

#8 · Kolhapurcell 4800006103

distance 0.421

#9 · Ratnagiricell 4920003335

distance 0.424 · cross-district

#10 · Kolhapurcell 4800002767

distance 0.425

#11 · Kolhapurcell 4800005881

distance 0.427

#12 · Ratnagiricell 4920002951

distance 0.446 · cross-district

#13 · Palgharcell 6650004404

distance 0.451 · cross-district

#14 · Kolhapurcell 4800004080

distance 0.455

#15 · Sataracell 4940005930

distance 0.458 · cross-district

#16 · Nashikcell 4870002338

distance 0.461 · cross-district

#17 · Kolhapurcell 4800003926

distance 0.463

#18 · Kolhapurcell 4800006107

distance 0.465

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":4800004575}}}'

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.