Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800001555

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

0.301

lower = more alike (weighted)

The twins, closest first

#1 · Chhatrapati Sambhajinagarcell 4690000346

distance 0.301 · cross-district

#2 · Kolhapurcell 4800001963

distance 0.301

#3 · Kolhapurcell 4800001728

distance 0.306

#4 · Kolhapurcell 4800001255

distance 0.317

#5 · Punecell 4900005012

distance 0.321 · cross-district

#6 · Kolhapurcell 4800001605

distance 0.322

#7 · Solapurcell 4960007848

distance 0.327 · cross-district

#8 · Kolhapurcell 4800001622

distance 0.329

#9 · Solapurcell 4960007482

distance 0.329 · cross-district

#10 · Ahmednagarcell 4660002257

distance 0.332 · cross-district

#11 · Chhatrapati Sambhajinagarcell 4690000151

distance 0.333 · cross-district

#12 · Solapurcell 4960008713

distance 0.337 · cross-district

#13 · Kolhapurcell 4800001677

distance 0.337

#14 · Kolhapurcell 4800001967

distance 0.337

#15 · Punecell 4900006888

distance 0.34 · cross-district

#16 · Chhatrapati Sambhajinagarcell 4690001688

distance 0.341 · cross-district

#17 · Kolhapurcell 4800002024

distance 0.341

#18 · Solapurcell 4960009418

distance 0.343 · 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":4800001555}}}'

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.