Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800004124

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.202

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930000395

distance 0.202 · cross-district

#2 · Sataracell 4940000606

distance 0.264 · cross-district

#3 · Kolhapurcell 4800005401

distance 0.266

#4 · Sanglicell 4930000906

distance 0.267 · cross-district

#5 · Kolhapurcell 4800004798

distance 0.269

#6 · Kolhapurcell 4800005130

distance 0.272

#7 · Kolhapurcell 4800003819

distance 0.283

#8 · Akolacell 4670002607

distance 0.283 · cross-district

#9 · Kolhapurcell 4800005039

distance 0.288

#10 · Sanglicell 4930000141

distance 0.296 · cross-district

#11 · Kolhapurcell 4800004609

distance 0.297

#12 · Kolhapurcell 4800004707

distance 0.298

#13 · Kolhapurcell 4800005126

distance 0.301

#14 · Kolhapurcell 4800001731

distance 0.301

#15 · Beedcell 4700005580

distance 0.301 · cross-district

#16 · Punecell 4900002502

distance 0.303 · cross-district

#17 · Kolhapurcell 4800004801

distance 0.307

#18 · Punecell 4900002641

distance 0.31 · 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":4800004124}}}'

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.