Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800002561

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.305

lower = more alike (weighted)

The twins, closest first

#1 · Ratnagiricell 4920000353

distance 0.305 · cross-district

#2 · Kolhapurcell 4800006139

distance 0.323

#3 · Kolhapurcell 4800002752

distance 0.337

#4 · Thanecell 4970003190

distance 0.341 · cross-district

#5 · Kolhapurcell 4800006320

distance 0.344

#6 · Kolhapurcell 4800006346

distance 0.35

#7 · Thanecell 4970003375

distance 0.358 · cross-district

#8 · Kolhapurcell 4800002753

distance 0.358

#9 · Ratnagiricell 4920003636

distance 0.359 · cross-district

#10 · Ratnagiricell 4920003721

distance 0.365 · cross-district

#11 · Kolhapurcell 4800006360

distance 0.367

#12 · Kolhapurcell 4800006334

distance 0.367

#13 · Ratnagiricell 4920003633

distance 0.371 · cross-district

#14 · Kolhapurcell 4800002653

distance 0.372

#15 · Kolhapurcell 4800003233

distance 0.374

#16 · Kolhapurcell 4800005925

distance 0.375

#17 · Ratnagiricell 4920003864

distance 0.376 · cross-district

#18 · Kolhapurcell 4800003699

distance 0.383

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":4800002561}}}'

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.