Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800006336

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.071

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800006349

distance 0.071

#2 · Sataracell 4940003269

distance 0.342 · cross-district

#3 · Sataracell 4940003277

distance 0.367 · cross-district

#4 · Nashikcell 4870013390

distance 0.371 · cross-district

#5 · Amravaticell 4680004963

distance 0.378 · cross-district

#6 · Nashikcell 4870000080

distance 0.38 · cross-district

#7 · Nashikcell 4870001628

distance 0.382 · cross-district

#8 · Sataracell 4940005927

distance 0.387 · cross-district

#9 · Ratnagiricell 4920006692

distance 0.388 · cross-district

#10 · Nashikcell 4870011507

distance 0.392 · cross-district

#11 · Kolhapurcell 4800003065

distance 0.4

#12 · Thanecell 4970003172

distance 0.4 · cross-district

#13 · Kolhapurcell 4800006489

distance 0.401

#14 · Thanecell 4970003136

distance 0.402 · cross-district

#15 · Dhulecell 4740000636

distance 0.404 · cross-district

#16 · Nashikcell 4870013431

distance 0.406 · cross-district

#17 · Thanecell 4970003092

distance 0.41 · cross-district

#18 · Kolhapurcell 4800006480

distance 0.41

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":4800006336}}}'

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.