Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800005075

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

0.293

lower = more alike (weighted)

The twins, closest first

#1 · Nashikcell 4870010622

distance 0.293 · cross-district

#2 · Kolhapurcell 4800004831

distance 0.309

#3 · Nashikcell 4870008760

distance 0.317 · cross-district

#4 · Nashikcell 4870000139

distance 0.32 · cross-district

#5 · Nashikcell 4870008322

distance 0.323 · cross-district

#6 · Kolhapurcell 4800004314

distance 0.344

#7 · Nashikcell 4870000116

distance 0.35 · cross-district

#8 · Nashikcell 4870008616

distance 0.354 · cross-district

#9 · Nashikcell 4870000508

distance 0.357 · cross-district

#10 · Nashikcell 4870000330

distance 0.358 · cross-district

#11 · Nashikcell 4870000448

distance 0.359 · cross-district

#12 · Nashikcell 4870000226

distance 0.36 · cross-district

#13 · Nashikcell 4870009321

distance 0.36 · cross-district

#14 · Nashikcell 4870001527

distance 0.367 · cross-district

#15 · Nashikcell 4870000716

distance 0.368 · cross-district

#16 · Nashikcell 4870000142

distance 0.374 · cross-district

#17 · Nashikcell 4870008609

distance 0.381 · cross-district

#18 · Nashikcell 4870009980

distance 0.382 · 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":4800005075}}}'

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.