Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800004292

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

0.221

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930002856

distance 0.221 · cross-district

#2 · Sanglicell 4930000023

distance 0.233 · cross-district

#3 · Sanglicell 4930001868

distance 0.245 · cross-district

#4 · Sanglicell 4930001281

distance 0.251 · cross-district

#5 · Sanglicell 4930001410

distance 0.251 · cross-district

#6 · Sanglicell 4930001408

distance 0.258 · cross-district

#7 · Kolhapurcell 4800004347

distance 0.264

#8 · Kolhapurcell 4800005061

distance 0.286

#9 · Sanglicell 4930001039

distance 0.303 · cross-district

#10 · Jalgaoncell 4780008429

distance 0.304 · cross-district

#11 · Sanglicell 4930002525

distance 0.309 · cross-district

#12 · Jalgaoncell 4780008539

distance 0.313 · cross-district

#13 · Dharashivcell 4880005875

distance 0.314 · cross-district

#14 · Kolhapurcell 4800004722

distance 0.316

#15 · Sanglicell 4930002524

distance 0.318 · cross-district

#16 · Solapurcell 4960003893

distance 0.322 · cross-district

#17 · Ahmednagarcell 4660001030

distance 0.322 · cross-district

#18 · Jalgaoncell 4780008743

distance 0.323 · 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":4800004292}}}'

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.