Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800004017

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

0.147

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800004009

distance 0.147

#2 · Kolhapurcell 4800004025

distance 0.156

#3 · Sanglicell 4930000224

distance 0.211 · cross-district

#4 · Sanglicell 4930000169

distance 0.232 · cross-district

#5 · Sanglicell 4930001291

distance 0.24 · cross-district

#6 · Sanglicell 4930000543

distance 0.258 · cross-district

#7 · Sanglicell 4930000645

distance 0.267 · cross-district

#8 · Sanglicell 4930002368

distance 0.267 · cross-district

#9 · Sanglicell 4930001289

distance 0.273 · cross-district

#10 · Kolhapurcell 4800005837

distance 0.276

#11 · Kolhapurcell 4800004103

distance 0.283

#12 · Sanglicell 4930003912

distance 0.289 · cross-district

#13 · Sanglicell 4930001213

distance 0.29 · cross-district

#14 · Sanglicell 4930004975

distance 0.292 · cross-district

#15 · Kolhapurcell 4800001671

distance 0.295

#16 · Kolhapurcell 4800005376

distance 0.296

#17 · Kolhapurcell 4800004681

distance 0.297

#18 · Chhatrapati Sambhajinagarcell 4690004471

distance 0.307 · 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":4800004017}}}'

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.