Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800005578

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

0.34

lower = more alike (weighted)

The twins, closest first

#1 · Ratnagiricell 4920002255

distance 0.34 · cross-district

#2 · Kolhapurcell 4800003232

distance 0.355

#3 · Ratnagiricell 4920001239

distance 0.357 · cross-district

#4 · Kolhapurcell 4800005245

distance 0.361

#5 · Thanecell 4970002534

distance 0.362 · cross-district

#6 · Ratnagiricell 4920001459

distance 0.377 · cross-district

#7 · Kolhapurcell 4800005243

distance 0.378

#8 · Ratnagiricell 4920000911

distance 0.38 · cross-district

#9 · Ratnagiricell 4920000691

distance 0.382 · cross-district

#10 · Ratnagiricell 4920001330

distance 0.382 · cross-district

#11 · Ratnagiricell 4920000791

distance 0.388 · cross-district

#12 · Ratnagiricell 4920000956

distance 0.389 · cross-district

#13 · Ratnagiricell 4920003630

distance 0.392 · cross-district

#14 · Ratnagiricell 4920002303

distance 0.394 · cross-district

#15 · Ratnagiricell 4920002586

distance 0.398 · cross-district

#16 · Ratnagiricell 4920002791

distance 0.4 · cross-district

#17 · Kolhapurcell 4800006094

distance 0.402

#18 · Ratnagiricell 4920000479

distance 0.403 · 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":4800005578}}}'

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.