Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800000944

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 2 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.161

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800000560

distance 0.161

#2 · Kolhapurcell 4800000522

distance 0.22

#3 · Kolhapurcell 4800000946

distance 0.224

#4 · Sindhudurgcell 4950001562

distance 0.235 · cross-district

#5 · Sindhudurgcell 4950001791

distance 0.245 · cross-district

#6 · Sindhudurgcell 4950001745

distance 0.252 · cross-district

#7 · Kolhapurcell 4800000524

distance 0.261

#8 · Sindhudurgcell 4950001844

distance 0.278 · cross-district

#9 · Kolhapurcell 4800000523

distance 0.282

#10 · Sindhudurgcell 4950001209

distance 0.287 · cross-district

#11 · Kolhapurcell 4800000903

distance 0.306

#12 · Kolhapurcell 4800000907

distance 0.309

#13 · Kolhapurcell 4800000600

distance 0.312

#14 · Kolhapurcell 4800001111

distance 0.312

#15 · Kolhapurcell 4800000525

distance 0.318

#16 · Sindhudurgcell 4950001667

distance 0.321 · cross-district

#17 · Sindhudurgcell 4950001847

distance 0.322 · cross-district

#18 · Sindhudurgcell 4950001563

distance 0.324 · 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":4800000944}}}'

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.