Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800004611

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.164

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800005304

distance 0.164

#2 · Sanglicell 4930001375

distance 0.171 · cross-district

#3 · Kolhapurcell 4800004436

distance 0.181

#4 · Sanglicell 4930001125

distance 0.186 · cross-district

#5 · Punecell 4900002337

distance 0.193 · cross-district

#6 · Sataracell 4940001012

distance 0.197 · cross-district

#7 · Sanglicell 4930003536

distance 0.208 · cross-district

#8 · Punecell 4900000670

distance 0.216 · cross-district

#9 · Punecell 4900001592

distance 0.216 · cross-district

#10 · Sanglicell 4930000903

distance 0.22 · cross-district

#11 · Sanglicell 4930000793

distance 0.222 · cross-district

#12 · Sanglicell 4930001243

distance 0.222 · cross-district

#13 · Sataracell 4940003593

distance 0.222 · cross-district

#14 · Sanglicell 4930007135

distance 0.223 · cross-district

#15 · Sataracell 4940004737

distance 0.226 · cross-district

#16 · Sataracell 4940008827

distance 0.226 · cross-district

#17 · Sanglicell 4930002500

distance 0.227 · cross-district

#18 · Punecell 4900001026

distance 0.227 · 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":4800004611}}}'

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.