Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800004531

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 10 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.256

lower = more alike (weighted)

The twins, closest first

#1 · Jalgaoncell 4780008974

distance 0.256 · cross-district

#2 · Sataracell 4940005937

distance 0.324 · cross-district

#3 · Laturcell 4810002958

distance 0.331 · cross-district

#4 · Kolhapurcell 4800004272

distance 0.341

#5 · Jalgaoncell 4780008207

distance 0.354 · cross-district

#6 · Punecell 4900002009

distance 0.358 · cross-district

#7 · Punecell 4900005665

distance 0.369 · cross-district

#8 · Nashikcell 4870004386

distance 0.375 · cross-district

#9 · Jalgaoncell 4780007482

distance 0.376 · cross-district

#10 · Nashikcell 4870003117

distance 0.377 · cross-district

#11 · Kolhapurcell 4800003804

distance 0.378

#12 · Chhatrapati Sambhajinagarcell 4690003402

distance 0.38 · cross-district

#13 · Sataracell 4940006165

distance 0.383 · cross-district

#14 · Sanglicell 4930002504

distance 0.385 · cross-district

#15 · Kolhapurcell 4800005050

distance 0.386

#16 · Amravaticell 4680001722

distance 0.389 · cross-district

#17 · Solapurcell 4960008483

distance 0.389 · cross-district

#18 · Amravaticell 4680002683

distance 0.391 · 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":4800004531}}}'

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.