Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800005398

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.185

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800003965

distance 0.185

#2 · Kolhapurcell 4800005314

distance 0.198

#3 · Kolhapurcell 4800004623

distance 0.256

#4 · Sanglicell 4930004953

distance 0.257 · cross-district

#5 · Kolhapurcell 4800004620

distance 0.259

#6 · Sanglicell 4930000216

distance 0.261 · cross-district

#7 · Kolhapurcell 4800004125

distance 0.266

#8 · Kolhapurcell 4800004543

distance 0.269

#9 · Sanglicell 4930006884

distance 0.269 · cross-district

#10 · Sataracell 4940008211

distance 0.276 · cross-district

#11 · Solapurcell 4960011670

distance 0.285 · cross-district

#12 · Sataracell 4940008675

distance 0.286 · cross-district

#13 · Punecell 4900003087

distance 0.289 · cross-district

#14 · Sanglicell 4930001680

distance 0.293 · cross-district

#15 · Kolhapurcell 4800004454

distance 0.293

#16 · Sataracell 4940007903

distance 0.294 · cross-district

#17 · Punecell 4900000329

distance 0.296 · cross-district

#18 · Sataracell 4940008214

distance 0.296 · 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":4800005398}}}'

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.