Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800004432

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

0.143

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800004518

distance 0.143

#2 · Kolhapurcell 4800004431

distance 0.181

#3 · Kolhapurcell 4800004686

distance 0.191

#4 · Sanglicell 4930001412

distance 0.198 · cross-district

#5 · Sanglicell 4930001555

distance 0.224 · cross-district

#6 · Sanglicell 4930000614

distance 0.224 · cross-district

#7 · Sanglicell 4930001551

distance 0.229 · cross-district

#8 · Sanglicell 4930003748

distance 0.238 · cross-district

#9 · Jalgaoncell 4780003596

distance 0.246 · cross-district

#10 · Sanglicell 4930001554

distance 0.251 · cross-district

#11 · Sanglicell 4930001153

distance 0.251 · cross-district

#12 · Sanglicell 4930002558

distance 0.251 · cross-district

#13 · Sanglicell 4930001279

distance 0.252 · cross-district

#14 · Solapurcell 4960006551

distance 0.26 · cross-district

#15 · Solapurcell 4960007068

distance 0.26 · cross-district

#16 · Ahmednagarcell 4660009130

distance 0.26 · cross-district

#17 · Sanglicell 4930001709

distance 0.261 · cross-district

#18 · Sanglicell 4930001411

distance 0.261 · 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":4800004432}}}'

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.