Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800003679

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.107

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800003748

distance 0.107

#2 · Kolhapurcell 4800003817

distance 0.204

#3 · Sataracell 4940001010

distance 0.219 · cross-district

#4 · Kolhapurcell 4800005145

distance 0.241

#5 · Sanglicell 4930006461

distance 0.243 · cross-district

#6 · Sanglicell 4930006537

distance 0.249 · cross-district

#7 · Sataracell 4940001011

distance 0.252 · cross-district

#8 · Solapurcell 4960003824

distance 0.254 · cross-district

#9 · Sanglicell 4930006115

distance 0.256 · cross-district

#10 · Sataracell 4940000996

distance 0.258 · cross-district

#11 · Kolhapurcell 4800004206

distance 0.258

#12 · Sanglicell 4930004391

distance 0.26 · cross-district

#13 · Kolhapurcell 4800004885

distance 0.265

#14 · Sanglicell 4930002897

distance 0.267 · cross-district

#15 · Punecell 4900002354

distance 0.267 · cross-district

#16 · Solapurcell 4960007475

distance 0.27 · cross-district

#17 · Kolhapurcell 4800003742

distance 0.27

#18 · Sanglicell 4930004511

distance 0.271 · 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":4800003679}}}'

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.