Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800003991

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.245

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800004907

distance 0.245

#2 · Kolhapurcell 4800005255

distance 0.3

#3 · Kolhapurcell 4800003235

distance 0.334

#4 · Kolhapurcell 4800004314

distance 0.348

#5 · Kolhapurcell 4800006183

distance 0.408

#6 · Ratnagiricell 4920002881

distance 0.428 · cross-district

#7 · Ratnagiricell 4920002770

distance 0.437 · cross-district

#8 · Kolhapurcell 4800003232

distance 0.438

#9 · Kolhapurcell 4800005867

distance 0.438

#10 · Ratnagiricell 4920001095

distance 0.441 · cross-district

#11 · Ratnagiricell 4920002929

distance 0.443 · cross-district

#12 · Ratnagiricell 4920003410

distance 0.448 · cross-district

#13 · Ratnagiricell 4920000933

distance 0.449 · cross-district

#14 · Kolhapurcell 4800005506

distance 0.45

#15 · Ratnagiricell 4920003973

distance 0.451 · cross-district

#16 · Ratnagiricell 4920003600

distance 0.451 · cross-district

#17 · Raigadcell 4910002189

distance 0.452 · cross-district

#18 · Nashikcell 4870009174

distance 0.457 · cross-district

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":4800003991}}}'

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.