Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800005822

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

0.344

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800005936

distance 0.344

#2 · Nashikcell 4870009026

distance 0.369 · cross-district

#3 · Sanglicell 4930003171

distance 0.371 · cross-district

#4 · Sanglicell 4930003160

distance 0.379 · cross-district

#5 · Nashikcell 4870000814

distance 0.395 · cross-district

#6 · Nashikcell 4870008605

distance 0.407 · cross-district

#7 · Nandurbarcell 4860002806

distance 0.41 · cross-district

#8 · Kolhapurcell 4800006133

distance 0.419

#9 · Kolhapurcell 4800006153

distance 0.423

#10 · Sanglicell 4930003523

distance 0.425 · cross-district

#11 · Kolhapurcell 4800004571

distance 0.425

#12 · Nashikcell 4870009174

distance 0.428 · cross-district

#13 · Kolhapurcell 4800005871

distance 0.428

#14 · Nashikcell 4870009849

distance 0.428 · cross-district

#15 · Dhulecell 4740006218

distance 0.43 · cross-district

#16 · Nashikcell 4870010775

distance 0.432 · cross-district

#17 · Nashikcell 4870009722

distance 0.433 · cross-district

#18 · Dhulecell 4740000824

distance 0.434 · 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":4800005822}}}'

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.