Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800000547

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 4 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.201

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800000843

distance 0.201

#2 · Kolhapurcell 4800000480

distance 0.204

#3 · Kolhapurcell 4800001008

distance 0.219

#4 · Ahmednagarcell 4660012413

distance 0.225 · cross-district

#5 · Kolhapurcell 4800000353

distance 0.233

#6 · Kolhapurcell 4800000604

distance 0.239

#7 · Kolhapurcell 4800000509

distance 0.241

#8 · Kolhapurcell 4800000380

distance 0.244

#9 · Kolhapurcell 4800000587

distance 0.25

#10 · Kolhapurcell 4800000545

distance 0.254

#11 · Ahmednagarcell 4660011141

distance 0.255 · cross-district

#12 · Kolhapurcell 4800000890

distance 0.257

#13 · Kolhapurcell 4800000321

distance 0.258

#14 · Nashikcell 4870000029

distance 0.258 · cross-district

#15 · Kolhapurcell 4800000602

distance 0.26

#16 · Kolhapurcell 4800001048

distance 0.26

#17 · Kolhapurcell 4800000548

distance 0.261

#18 · Thanecell 4970002798

distance 0.263 · 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":4800000547}}}'

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.