Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800006040

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

0.224

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930001807

distance 0.224 · cross-district

#2 · Kolhapurcell 4800003781

distance 0.242

#3 · Kolhapurcell 4800003465

distance 0.267

#4 · Kolhapurcell 4800006136

distance 0.28

#5 · Kolhapurcell 4800003792

distance 0.28

#6 · Solapurcell 4960004668

distance 0.282 · cross-district

#7 · Sataracell 4940003625

distance 0.284 · cross-district

#8 · Kolhapurcell 4800003052

distance 0.304

#9 · Sataracell 4940008592

distance 0.307 · cross-district

#10 · Punecell 4900004463

distance 0.314 · cross-district

#11 · Sataracell 4940004101

distance 0.316 · cross-district

#12 · Kolhapurcell 4800004080

distance 0.316

#13 · Sataracell 4940005598

distance 0.317 · cross-district

#14 · Kolhapurcell 4800003795

distance 0.318

#15 · Solapurcell 4960006753

distance 0.32 · cross-district

#16 · Sataracell 4940008834

distance 0.321 · cross-district

#17 · Sataracell 4940006590

distance 0.322 · cross-district

#18 · Sataracell 4940005214

distance 0.323 · 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":4800006040}}}'

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.