Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800006169

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

0.272

lower = more alike (weighted)

The twins, closest first

#1 · Ratnagiricell 4920002530

distance 0.272 · cross-district

#2 · Kolhapurcell 4800006216

distance 0.277

#3 · Ratnagiricell 4920002196

distance 0.278 · cross-district

#4 · Ratnagiricell 4920002044

distance 0.279 · cross-district

#5 · Kolhapurcell 4800005155

distance 0.284

#6 · Ratnagiricell 4920002371

distance 0.285 · cross-district

#7 · Ratnagiricell 4920001557

distance 0.293 · cross-district

#8 · Ratnagiricell 4920001791

distance 0.298 · cross-district

#9 · Ratnagiricell 4920002478

distance 0.298 · cross-district

#10 · Kolhapurcell 4800005153

distance 0.298

#11 · Kolhapurcell 4800002572

distance 0.299

#12 · Ratnagiricell 4920001792

distance 0.308 · cross-district

#13 · Ratnagiricell 4920001604

distance 0.31 · cross-district

#14 · Kolhapurcell 4800005154

distance 0.315

#15 · Ratnagiricell 4920002094

distance 0.315 · cross-district

#16 · Ratnagiricell 4920002000

distance 0.316 · cross-district

#17 · Ratnagiricell 4920002087

distance 0.316 · cross-district

#18 · Ratnagiricell 4920002584

distance 0.318 · 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":4800006169}}}'

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.