Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800004849

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.224

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800005844

distance 0.224

#2 · Kolhapurcell 4800005106

distance 0.231

#3 · Kolhapurcell 4800004692

distance 0.243

#4 · Kolhapurcell 4800005292

distance 0.25

#5 · Sanglicell 4930001140

distance 0.261 · cross-district

#6 · Ahmednagarcell 4660012666

distance 0.262 · cross-district

#7 · Sanglicell 4930000860

distance 0.273 · cross-district

#8 · Sanglicell 4930004975

distance 0.283 · cross-district

#9 · Kolhapurcell 4800005705

distance 0.284

#10 · Kolhapurcell 4800005101

distance 0.284

#11 · Kolhapurcell 4800004103

distance 0.285

#12 · Kolhapurcell 4800004503

distance 0.291

#13 · Kolhapurcell 4800004009

distance 0.296

#14 · Kolhapurcell 4800005835

distance 0.297

#15 · Kolhapurcell 4800004762

distance 0.298

#16 · Sanglicell 4930001692

distance 0.301 · cross-district

#17 · Sanglicell 4930001165

distance 0.304 · cross-district

#18 · Kolhapurcell 4800005028

distance 0.305

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":4800004849}}}'

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.