Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800004325

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 2 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.155

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800004584

distance 0.155

#2 · Kolhapurcell 4800004604

distance 0.163

#3 · Kolhapurcell 4800005013

distance 0.166

#4 · Kolhapurcell 4800004946

distance 0.173

#5 · Kolhapurcell 4800005686

distance 0.188

#6 · Kolhapurcell 4800004498

distance 0.19

#7 · Kolhapurcell 4800004500

distance 0.194

#8 · Kolhapurcell 4800004755

distance 0.198

#9 · Kolhapurcell 4800004949

distance 0.2

#10 · Kolhapurcell 4800004181

distance 0.201

#11 · Kolhapurcell 4800004463

distance 0.205

#12 · Kolhapurcell 4800004927

distance 0.205

#13 · Kolhapurcell 4800004464

distance 0.21

#14 · Sanglicell 4930000307

distance 0.211 · cross-district

#15 · Kolhapurcell 4800004324

distance 0.215

#16 · Kolhapurcell 4800003858

distance 0.218

#17 · Kolhapurcell 4800003862

distance 0.219

#18 · Kolhapurcell 4800004605

distance 0.22

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":4800004325}}}'

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.