Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800006262

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.249

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800006244

distance 0.249

#2 · Ratnagiricell 4920002749

distance 0.277 · cross-district

#3 · Kolhapurcell 4800006240

distance 0.278

#4 · Ratnagiricell 4920001749

distance 0.299 · cross-district

#5 · Ratnagiricell 4920001750

distance 0.299 · cross-district

#6 · Kolhapurcell 4800006070

distance 0.301

#7 · Kolhapurcell 4800006241

distance 0.303

#8 · Ratnagiricell 4920001956

distance 0.311 · cross-district

#9 · Kolhapurcell 4800005573

distance 0.315

#10 · Kolhapurcell 4800006023

distance 0.315

#11 · Ratnagiricell 4920002650

distance 0.325 · cross-district

#12 · Ratnagiricell 4920001907

distance 0.336 · cross-district

#13 · Kolhapurcell 4800005918

distance 0.345

#14 · Kolhapurcell 4800005857

distance 0.346

#15 · Kolhapurcell 4800005861

distance 0.346

#16 · Ratnagiricell 4920002594

distance 0.35 · cross-district

#17 · Kolhapurcell 4800005323

distance 0.351

#18 · Ratnagiricell 4920002493

distance 0.351 · 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":4800006262}}}'

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.