Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800001405

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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.346

lower = more alike (weighted)

The twins, closest first

#1 · Chhatrapati Sambhajinagarcell 4690001967

distance 0.346 · cross-district

#2 · Solapurcell 4960009771

distance 0.355 · cross-district

#3 · Solapurcell 4960009959

distance 0.375 · cross-district

#4 · Chhatrapati Sambhajinagarcell 4690005506

distance 0.385 · cross-district

#5 · Sanglicell 4930003926

distance 0.387 · cross-district

#6 · Chhatrapati Sambhajinagarcell 4690003973

distance 0.39 · cross-district

#7 · Kolhapurcell 4800001965

distance 0.391

#8 · Amravaticell 4680002366

distance 0.391 · cross-district

#9 · Sanglicell 4930005838

distance 0.392 · cross-district

#10 · Sataracell 4940000880

distance 0.393 · cross-district

#11 · Solapurcell 4960003254

distance 0.394 · cross-district

#12 · Dharashivcell 4880001006

distance 0.394 · cross-district

#13 · Sanglicell 4930002393

distance 0.396 · cross-district

#14 · Solapurcell 4960009021

distance 0.397 · cross-district

#15 · Solapurcell 4960010302

distance 0.398 · cross-district

#16 · Solapurcell 4960001182

distance 0.399 · cross-district

#17 · Solapurcell 4960009024

distance 0.4 · cross-district

#18 · Chhatrapati Sambhajinagarcell 4690007067

distance 0.401 · 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":4800001405}}}'

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.