Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800001193

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

0.307

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700004895

distance 0.307 · cross-district

#2 · Solapurcell 4960009684

distance 0.322 · cross-district

#3 · Kolhapurcell 4800001083

distance 0.327

#4 · Ahmednagarcell 4660011786

distance 0.328 · cross-district

#5 · Kolhapurcell 4800000731

distance 0.332

#6 · Kolhapurcell 4800001071

distance 0.335

#7 · Kolhapurcell 4800000570

distance 0.338

#8 · Kolhapurcell 4800000921

distance 0.349

#9 · Sataracell 4940004456

distance 0.35 · cross-district

#10 · Nandurbarcell 4860003959

distance 0.351 · cross-district

#11 · Kolhapurcell 4800000964

distance 0.351

#12 · Ahmednagarcell 4660001121

distance 0.353 · cross-district

#13 · Kolhapurcell 4800001092

distance 0.354

#14 · Solapurcell 4960004666

distance 0.354 · cross-district

#15 · Kolhapurcell 4800000970

distance 0.356

#16 · Thanecell 4970002612

distance 0.359 · cross-district

#17 · Kolhapurcell 4800000807

distance 0.36

#18 · Solapurcell 4960007482

distance 0.361 · 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":4800001193}}}'

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.