Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800004813

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

0.222

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800004899

distance 0.222

#2 · Kolhapurcell 4800004814

distance 0.231

#3 · Kolhapurcell 4800005582

distance 0.3

#4 · Kolhapurcell 4800002979

distance 0.308

#5 · Kolhapurcell 4800006029

distance 0.309

#6 · Kolhapurcell 4800005160

distance 0.314

#7 · Ratnagiricell 4920001052

distance 0.322 · cross-district

#8 · Kolhapurcell 4800005795

distance 0.325

#9 · Kolhapurcell 4800006394

distance 0.326

#10 · Ratnagiricell 4920002923

distance 0.328 · cross-district

#11 · Ratnagiricell 4920002877

distance 0.332 · cross-district

#12 · Kolhapurcell 4800003019

distance 0.333

#13 · Ratnagiricell 4920000751

distance 0.334 · cross-district

#14 · Kolhapurcell 4800006166

distance 0.335

#15 · Kolhapurcell 4800006030

distance 0.335

#16 · Kolhapurcell 4800006408

distance 0.336

#17 · Kolhapurcell 4800006395

distance 0.337

#18 · Kolhapurcell 4800002796

distance 0.337

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":4800004813}}}'

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.