Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800005213

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.172

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800004872

distance 0.172

#2 · Kolhapurcell 4800004273

distance 0.173

#3 · Sataracell 4940007801

distance 0.174 · cross-district

#4 · Sanglicell 4930005634

distance 0.177 · cross-district

#5 · Kolhapurcell 4800004117

distance 0.178

#6 · Sanglicell 4930005428

distance 0.179 · cross-district

#7 · Kolhapurcell 4800004032

distance 0.179

#8 · Kolhapurcell 4800005040

distance 0.18

#9 · Kolhapurcell 4800004108

distance 0.189

#10 · Kolhapurcell 4800004445

distance 0.19

#11 · Kolhapurcell 4800005211

distance 0.191

#12 · Sataracell 4940008510

distance 0.192 · cross-district

#13 · Kolhapurcell 4800004695

distance 0.194

#14 · Kolhapurcell 4800004693

distance 0.194

#15 · Kolhapurcell 4800003884

distance 0.194

#16 · Sanglicell 4930004665

distance 0.195 · cross-district

#17 · Sataracell 4940007385

distance 0.196 · cross-district

#18 · Sanglicell 4930007035

distance 0.196 · 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":4800005213}}}'

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.