Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800005910

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

0.201

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800005909

distance 0.201

#2 · Sanglicell 4930000444

distance 0.214 · cross-district

#3 · Sanglicell 4930000443

distance 0.242 · cross-district

#4 · Kolhapurcell 4800005024

distance 0.264

#5 · Sanglicell 4930000924

distance 0.266 · cross-district

#6 · Sanglicell 4930000709

distance 0.268 · cross-district

#7 · Sanglicell 4930000708

distance 0.281 · cross-district

#8 · Sanglicell 4930002179

distance 0.282 · cross-district

#9 · Kolhapurcell 4800005849

distance 0.284

#10 · Sanglicell 4930000918

distance 0.286 · cross-district

#11 · Kolhapurcell 4800005782

distance 0.293

#12 · Jalgaoncell 4780001191

distance 0.296 · cross-district

#13 · Kolhapurcell 4800005023

distance 0.3

#14 · Jalgaoncell 4780000978

distance 0.303 · cross-district

#15 · Jalgaoncell 4780000815

distance 0.306 · cross-district

#16 · Sanglicell 4930000810

distance 0.306 · cross-district

#17 · Jalgaoncell 4780000268

distance 0.307 · cross-district

#18 · Sanglicell 4930003399

distance 0.315 · 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":4800005910}}}'

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.