Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800005394

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

0.181

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930005982

distance 0.181 · cross-district

#2 · Sanglicell 4930005826

distance 0.182 · cross-district

#3 · Sanglicell 4930005647

distance 0.195 · cross-district

#4 · Sanglicell 4930004379

distance 0.198 · cross-district

#5 · Kolhapurcell 4800005219

distance 0.198

#6 · Sanglicell 4930005743

distance 0.2 · cross-district

#7 · Sanglicell 4930000283

distance 0.205 · cross-district

#8 · Sanglicell 4930006059

distance 0.207 · cross-district

#9 · Kolhapurcell 4800005786

distance 0.208

#10 · Sanglicell 4930005325

distance 0.216 · cross-district

#11 · Kolhapurcell 4800005388

distance 0.217

#12 · Sanglicell 4930005984

distance 0.217 · cross-district

#13 · Sanglicell 4930005827

distance 0.219 · cross-district

#14 · Kolhapurcell 4800005714

distance 0.219

#15 · Sanglicell 4930006765

distance 0.221 · cross-district

#16 · Sataracell 4940006845

distance 0.221 · cross-district

#17 · Sataracell 4940005732

distance 0.225 · cross-district

#18 · Sanglicell 4930005550

distance 0.226 · 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":4800005394}}}'

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.