Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800006470

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

0.168

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800006455

distance 0.168

#2 · Sataracell 4940000390

distance 0.175 · cross-district

#3 · Kolhapurcell 4800006471

distance 0.176

#4 · Sataracell 4940003722

distance 0.193 · cross-district

#5 · Kolhapurcell 4800006453

distance 0.201

#6 · Sataracell 4940000389

distance 0.202 · cross-district

#7 · Kolhapurcell 4800006454

distance 0.203

#8 · Ratnagiricell 4920003183

distance 0.204 · cross-district

#9 · Sataracell 4940002587

distance 0.206 · cross-district

#10 · Sataracell 4940001724

distance 0.208 · cross-district

#11 · Sataracell 4940001621

distance 0.21 · cross-district

#12 · Sanglicell 4930005170

distance 0.217 · cross-district

#13 · Sanglicell 4930004772

distance 0.219 · cross-district

#14 · Sataracell 4940000968

distance 0.22 · cross-district

#15 · Sataracell 4940003606

distance 0.221 · cross-district

#16 · Sataracell 4940000958

distance 0.222 · cross-district

#17 · Sataracell 4940003723

distance 0.227 · cross-district

#18 · Sataracell 4940001534

distance 0.23 · 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":4800006470}}}'

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.