Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800005563

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.234

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800004194

distance 0.234

#2 · Solapurcell 4960010990

distance 0.26 · cross-district

#3 · Kolhapurcell 4800005720

distance 0.26

#4 · Sanglicell 4930006393

distance 0.261 · cross-district

#5 · Kolhapurcell 4800004781

distance 0.269

#6 · Kolhapurcell 4800004268

distance 0.273

#7 · Sataracell 4940007919

distance 0.28 · cross-district

#8 · Ahmednagarcell 4660001644

distance 0.284 · cross-district

#9 · Kolhapurcell 4800004031

distance 0.284

#10 · Punecell 4900000016

distance 0.286 · cross-district

#11 · Kolhapurcell 4800005555

distance 0.286

#12 · Solapurcell 4960001073

distance 0.287 · cross-district

#13 · Sataracell 4940004973

distance 0.288 · cross-district

#14 · Sataracell 4940004596

distance 0.289 · cross-district

#15 · Sataracell 4940007716

distance 0.29 · cross-district

#16 · Sanglicell 4930005548

distance 0.292 · cross-district

#17 · Solapurcell 4960007434

distance 0.292 · cross-district

#18 · Kolhapurcell 4800004029

distance 0.292

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":4800005563}}}'

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.