Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800005850

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

0.181

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800005713

distance 0.181

#2 · Kolhapurcell 4800005635

distance 0.204

#3 · Kolhapurcell 4800005551

distance 0.205

#4 · Sataracell 4940000114

distance 0.213 · cross-district

#5 · Kolhapurcell 4800005783

distance 0.214

#6 · Kolhapurcell 4800005633

distance 0.226

#7 · Sanglicell 4930003702

distance 0.233 · cross-district

#8 · Sanglicell 4930000907

distance 0.234 · cross-district

#9 · Sanglicell 4930004199

distance 0.234 · cross-district

#10 · Sanglicell 4930002499

distance 0.241 · cross-district

#11 · Kolhapurcell 4800005711

distance 0.241

#12 · Sanglicell 4930001013

distance 0.244 · cross-district

#13 · Sanglicell 4930004192

distance 0.245 · cross-district

#14 · Sanglicell 4930004789

distance 0.247 · cross-district

#15 · Sataracell 4940000484

distance 0.248 · cross-district

#16 · Sanglicell 4930000599

distance 0.249 · cross-district

#17 · Sataracell 4940000226

distance 0.25 · cross-district

#18 · Sataracell 4940000149

distance 0.25 · 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":4800005850}}}'

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.