Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800004023

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

0.157

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930002556

distance 0.157 · cross-district

#2 · Kolhapurcell 4800005686

distance 0.182

#3 · Sanglicell 4930000012

distance 0.192 · cross-district

#4 · Kolhapurcell 4800004005

distance 0.202

#5 · Kolhapurcell 4800005770

distance 0.21

#6 · Sanglicell 4930001288

distance 0.213 · cross-district

#7 · Kolhapurcell 4800005538

distance 0.215

#8 · Kolhapurcell 4800004259

distance 0.216

#9 · Kolhapurcell 4800004947

distance 0.216

#10 · Sanglicell 4930002897

distance 0.218 · cross-district

#11 · Kolhapurcell 4800004948

distance 0.218

#12 · Kolhapurcell 4800004181

distance 0.219

#13 · Kolhapurcell 4800004944

distance 0.222

#14 · Kolhapurcell 4800004674

distance 0.222

#15 · Sanglicell 4930000076

distance 0.223 · cross-district

#16 · Sanglicell 4930002059

distance 0.224 · cross-district

#17 · Jalnacell 4790000009

distance 0.228 · cross-district

#18 · Kolhapurcell 4800003928

distance 0.228

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":4800004023}}}'

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.