Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800005995

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

0.136

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800006205

distance 0.136

#2 · Kolhapurcell 4800006228

distance 0.155

#3 · Kolhapurcell 4800006251

distance 0.181

#4 · Kolhapurcell 4800006180

distance 0.184

#5 · Kolhapurcell 4800006181

distance 0.209

#6 · Sanglicell 4930001227

distance 0.214 · cross-district

#7 · Kolhapurcell 4800006130

distance 0.219

#8 · Sanglicell 4930003511

distance 0.22 · cross-district

#9 · Dhulecell 4740003807

distance 0.237 · cross-district

#10 · Kolhapurcell 4800005948

distance 0.246

#11 · Sanglicell 4930001978

distance 0.248 · cross-district

#12 · Dhulecell 4740003894

distance 0.255 · cross-district

#13 · Dhulecell 4740003821

distance 0.257 · cross-district

#14 · Kolhapurcell 4800006052

distance 0.261

#15 · Kolhapurcell 4800006006

distance 0.261

#16 · Dhulecell 4740003808

distance 0.263 · cross-district

#17 · Kolhapurcell 4800005996

distance 0.264

#18 · Kolhapurcell 4800003132

distance 0.265

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":4800005995}}}'

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.