Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800000347

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

0.224

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800001189

distance 0.224

#2 · Kolhapurcell 4800000727

distance 0.242

#3 · Kolhapurcell 4800000398

distance 0.252

#4 · Kolhapurcell 4800001072

distance 0.281

#5 · Kolhapurcell 4800000383

distance 0.285

#6 · Kolhapurcell 4800000442

distance 0.286

#7 · Kolhapurcell 4800000339

distance 0.286

#8 · Kolhapurcell 4800000502

distance 0.286

#9 · Kolhapurcell 4800001032

distance 0.294

#10 · Kolhapurcell 4800001190

distance 0.296

#11 · Thanecell 4970002018

distance 0.303 · cross-district

#12 · Kolhapurcell 4800000606

distance 0.308

#13 · Ratnagiricell 4920004487

distance 0.31 · cross-district

#14 · Kolhapurcell 4800000367

distance 0.313

#15 · Kolhapurcell 4800000531

distance 0.318

#16 · Kolhapurcell 4800000922

distance 0.319

#17 · Kolhapurcell 4800000587

distance 0.32

#18 · Ratnagiricell 4920004032

distance 0.32 · 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":4800000347}}}'

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.