Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800006443

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

0.057

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800006442

distance 0.057

#2 · Kolhapurcell 4800006444

distance 0.078

#3 · Kolhapurcell 4800006463

distance 0.087

#4 · Ratnagiricell 4920002852

distance 0.094 · cross-district

#5 · Sanglicell 4930005167

distance 0.099 · cross-district

#6 · Sataracell 4940000447

distance 0.107 · cross-district

#7 · Sataracell 4940000621

distance 0.108 · cross-district

#8 · Sataracell 4940000446

distance 0.109 · cross-district

#9 · Sataracell 4940000241

distance 0.111 · cross-district

#10 · Kolhapurcell 4800006461

distance 0.115

#11 · Sataracell 4940000506

distance 0.117 · cross-district

#12 · Sataracell 4940000730

distance 0.125 · cross-district

#13 · Sataracell 4940000505

distance 0.126 · cross-district

#14 · Sanglicell 4930005408

distance 0.132 · cross-district

#15 · Sataracell 4940000562

distance 0.135 · cross-district

#16 · Sataracell 4940000969

distance 0.139 · cross-district

#17 · Kolhapurcell 4800006446

distance 0.139

#18 · Sataracell 4940000789

distance 0.141 · 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":4800006443}}}'

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.