Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800006446

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.089

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800006445

distance 0.089

#2 · Sataracell 4940000448

distance 0.099 · cross-district

#3 · Kolhapurcell 4800006444

distance 0.115

#4 · Kolhapurcell 4800006442

distance 0.134

#5 · Kolhapurcell 4800006443

distance 0.139

#6 · Sataracell 4940000447

distance 0.147 · cross-district

#7 · Sataracell 4940000241

distance 0.15 · cross-district

#8 · Sataracell 4940000506

distance 0.152 · cross-district

#9 · Sataracell 4940000287

distance 0.155 · cross-district

#10 · Sataracell 4940000623

distance 0.156 · cross-district

#11 · Sataracell 4940000621

distance 0.168 · cross-district

#12 · Sataracell 4940000791

distance 0.184 · cross-district

#13 · Sataracell 4940000969

distance 0.185 · cross-district

#14 · Kolhapurcell 4800006463

distance 0.186

#15 · Kolhapurcell 4800006477

distance 0.186

#16 · Sataracell 4940003730

distance 0.19 · cross-district

#17 · Kolhapurcell 4800006461

distance 0.193

#18 · Sataracell 4940000511

distance 0.193 · 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":4800006446}}}'

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.