Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800000919

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

0.238

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800000997

distance 0.238

#2 · Kolhapurcell 4800000311

distance 0.276

#3 · Kolhapurcell 4800000757

distance 0.33

#4 · Gadchirolicell 4750008144

distance 0.334 · cross-district

#5 · Kolhapurcell 4800000923

distance 0.338

#6 · Ratnagiricell 4920006715

distance 0.365 · cross-district

#7 · Ratnagiricell 4920004181

distance 0.37 · cross-district

#8 · Ratnagiricell 4920004802

distance 0.371 · cross-district

#9 · Ratnagiricell 4920004332

distance 0.375 · cross-district

#10 · Kolhapurcell 4800000347

distance 0.384

#11 · Ahmednagarcell 4660011959

distance 0.387 · cross-district

#12 · Ratnagiricell 4920004898

distance 0.389 · cross-district

#13 · Ratnagiricell 4920006057

distance 0.39 · cross-district

#14 · Nandedcell 4850007445

distance 0.396 · cross-district

#15 · Ratnagiricell 4920005008

distance 0.397 · cross-district

#16 · Thanecell 4970003337

distance 0.398 · cross-district

#17 · Sataracell 4940006058

distance 0.404 · cross-district

#18 · Ratnagiricell 4920004699

distance 0.405 · 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":4800000919}}}'

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.