Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800005976

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.277

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800005858

distance 0.277

#2 · Ratnagiricell 4920002321

distance 0.301 · cross-district

#3 · Ratnagiricell 4920002254

distance 0.31 · cross-district

#4 · Kolhapurcell 4800006222

distance 0.313

#5 · Ratnagiricell 4920002378

distance 0.339 · cross-district

#6 · Kolhapurcell 4800005975

distance 0.346

#7 · Ratnagiricell 4920002201

distance 0.353 · cross-district

#8 · Kolhapurcell 4800006193

distance 0.354

#9 · Kolhapurcell 4800005926

distance 0.355

#10 · Kolhapurcell 4800003502

distance 0.362

#11 · Ratnagiricell 4920002253

distance 0.366 · cross-district

#12 · Kolhapurcell 4800006069

distance 0.368

#13 · Ratnagiricell 4920002692

distance 0.368 · cross-district

#14 · Kolhapurcell 4800002906

distance 0.37

#15 · Kolhapurcell 4800006025

distance 0.374

#16 · Ratnagiricell 4920002208

distance 0.374 · cross-district

#17 · Kolhapurcell 4800005923

distance 0.376

#18 · Kolhapurcell 4800006194

distance 0.376

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":4800005976}}}'

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.