Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800002279

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 4 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.29

lower = more alike (weighted)

The twins, closest first

#1 · Yavatmalcell 5000007060

distance 0.29 · cross-district

#2 · Kolhapurcell 4800001232

distance 0.292

#3 · Yavatmalcell 5000007188

distance 0.296 · cross-district

#4 · Washimcell 4990001638

distance 0.299 · cross-district

#5 · Washimcell 4990002245

distance 0.303 · cross-district

#6 · Washimcell 4990001637

distance 0.304 · cross-district

#7 · Yavatmalcell 5000005684

distance 0.306 · cross-district

#8 · Chandrapurcell 4730006652

distance 0.313 · cross-district

#9 · Yavatmalcell 5000006675

distance 0.315 · cross-district

#10 · Washimcell 4990002076

distance 0.316 · cross-district

#11 · Washimcell 4990002582

distance 0.319 · cross-district

#12 · Washimcell 4990001615

distance 0.321 · cross-district

#13 · Washimcell 4990001727

distance 0.324 · cross-district

#14 · Yavatmalcell 5000005203

distance 0.328 · cross-district

#15 · Kolhapurcell 4800002235

distance 0.33

#16 · Washimcell 4990002822

distance 0.333 · cross-district

#17 · Yavatmalcell 5000002678

distance 0.334 · cross-district

#18 · Washimcell 4990003316

distance 0.337 · 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":4800002279}}}'

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.