Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800006471

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

0.176

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800006470

distance 0.176

#2 · Sataracell 4940003722

distance 0.188 · cross-district

#3 · Sataracell 4940001534

distance 0.189 · cross-district

#4 · Sataracell 4940003719

distance 0.223 · cross-district

#5 · Sataracell 4940001621

distance 0.232 · cross-district

#6 · Kolhapurcell 4800006480

distance 0.235

#7 · Sataracell 4940002137

distance 0.241 · cross-district

#8 · Kolhapurcell 4800006489

distance 0.247

#9 · Sataracell 4940001920

distance 0.247 · cross-district

#10 · Sataracell 4940002352

distance 0.254 · cross-district

#11 · Sataracell 4940000958

distance 0.254 · cross-district

#12 · Sanglicell 4930004772

distance 0.256 · cross-district

#13 · Sataracell 4940001724

distance 0.259 · cross-district

#14 · Sataracell 4940003260

distance 0.275 · cross-district

#15 · Sataracell 4940002239

distance 0.276 · cross-district

#16 · Sataracell 4940002587

distance 0.286 · cross-district

#17 · Sataracell 4940001821

distance 0.287 · cross-district

#18 · Sataracell 4940002813

distance 0.29 · 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":4800006471}}}'

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.