Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800002072

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.205

lower = more alike (weighted)

The twins, closest first

#1 · Ahmednagarcell 4660002743

distance 0.205 · cross-district

#2 · Kolhapurcell 4800001336

distance 0.214

#3 · Kolhapurcell 4800001973

distance 0.216

#4 · Beedcell 4700004199

distance 0.221 · cross-district

#5 · Solapurcell 4960003076

distance 0.225 · cross-district

#6 · Kolhapurcell 4800001955

distance 0.226

#7 · Kolhapurcell 4800001859

distance 0.227

#8 · Kolhapurcell 4800001800

distance 0.23

#9 · Kolhapurcell 4800001941

distance 0.232

#10 · Kolhapurcell 4800001689

distance 0.233

#11 · Dharashivcell 4880000392

distance 0.235 · cross-district

#12 · Sanglicell 4930004954

distance 0.236 · cross-district

#13 · Solapurcell 4960010056

distance 0.236 · cross-district

#14 · Sanglicell 4930004966

distance 0.239 · cross-district

#15 · Ahmednagarcell 4660005059

distance 0.239 · cross-district

#16 · Kolhapurcell 4800002018

distance 0.24

#17 · Sanglicell 4930004123

distance 0.24 · cross-district

#18 · Kolhapurcell 4800002529

distance 0.241

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":4800002072}}}'

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.