Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800004789

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 8 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.254

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800004355

distance 0.254

#2 · Kolhapurcell 4800005139

distance 0.267

#3 · Sanglicell 4930000250

distance 0.273 · cross-district

#4 · Chhatrapati Sambhajinagarcell 4690003090

distance 0.281 · cross-district

#5 · Chhatrapati Sambhajinagarcell 4690003899

distance 0.291 · cross-district

#6 · Ahmednagarcell 4660004770

distance 0.295 · cross-district

#7 · Chhatrapati Sambhajinagarcell 4690003297

distance 0.314 · cross-district

#8 · Kolhapurcell 4800004702

distance 0.32

#9 · Buldhanacell 4720006438

distance 0.329 · cross-district

#10 · Solapurcell 4960009961

distance 0.333 · cross-district

#11 · Amravaticell 4680002987

distance 0.34 · cross-district

#12 · Kolhapurcell 4800004356

distance 0.347

#13 · Chhatrapati Sambhajinagarcell 4690003398

distance 0.349 · cross-district

#14 · Chhatrapati Sambhajinagarcell 4690002489

distance 0.349 · cross-district

#15 · Akolacell 4670001915

distance 0.355 · cross-district

#16 · Ahmednagarcell 4660001431

distance 0.358 · cross-district

#17 · Ahmednagarcell 4660004942

distance 0.364 · cross-district

#18 · Solapurcell 4960007806

distance 0.365 · 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":4800004789}}}'

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.