Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800000291

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 3 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.235

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800000292

distance 0.235

#2 · Kolhapurcell 4800000281

distance 0.304

#3 · Kolhapurcell 4800000277

distance 0.32

#4 · Sataracell 4940006890

distance 0.328 · cross-district

#5 · Kolhapurcell 4800000276

distance 0.34

#6 · Kolhapurcell 4800000294

distance 0.342

#7 · Kolhapurcell 4800000473

distance 0.342

#8 · Kolhapurcell 4800000275

distance 0.344

#9 · Punecell 4900000877

distance 0.347 · cross-district

#10 · Kolhapurcell 4800000288

distance 0.348

#11 · Sataracell 4940006781

distance 0.348 · cross-district

#12 · Sataracell 4940005815

distance 0.354 · cross-district

#13 · Kolhapurcell 4800000280

distance 0.354

#14 · Kolhapurcell 4800000714

distance 0.355

#15 · Kolhapurcell 4800000317

distance 0.355

#16 · Kolhapurcell 4800000688

distance 0.355

#17 · Sataracell 4940005720

distance 0.356 · cross-district

#18 · Kolhapurcell 4800000721

distance 0.357

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":4800000291}}}'

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.