Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800003641

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

0.284

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800002818

distance 0.284

#2 · Kolhapurcell 4800003161

distance 0.287

#3 · Kolhapurcell 4800002760

distance 0.32

#4 · Kolhapurcell 4800003119

distance 0.336

#5 · Kolhapurcell 4800004398

distance 0.349

#6 · Palgharcell 6650000099

distance 0.354 · cross-district

#7 · Palgharcell 6650001241

distance 0.376 · cross-district

#8 · Ratnagiricell 4920002171

distance 0.381 · cross-district

#9 · Kolhapurcell 4800003619

distance 0.387

#10 · Kolhapurcell 4800005675

distance 0.388

#11 · Palgharcell 6650003934

distance 0.39 · cross-district

#12 · Ratnagiricell 4920003777

distance 0.392 · cross-district

#13 · Kolhapurcell 4800005182

distance 0.394

#14 · Kolhapurcell 4800005819

distance 0.4

#15 · Palgharcell 6650000765

distance 0.401 · cross-district

#16 · Palgharcell 6650004552

distance 0.403 · cross-district

#17 · Palgharcell 6650001580

distance 0.406 · cross-district

#18 · Palgharcell 6650002830

distance 0.406 · 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":4800003641}}}'

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.