Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800003340

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 1 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.198

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800002814

distance 0.198

#2 · Kolhapurcell 4800002614

distance 0.218

#3 · Kolhapurcell 4800002807

distance 0.233

#4 · Kolhapurcell 4800003110

distance 0.236

#5 · Kolhapurcell 4800003632

distance 0.237

#6 · Kolhapurcell 4800003068

distance 0.238

#7 · Kolhapurcell 4800003691

distance 0.249

#8 · Kolhapurcell 4800003633

distance 0.258

#9 · Kolhapurcell 4800002806

distance 0.272

#10 · Kolhapurcell 4800002861

distance 0.272

#11 · Kolhapurcell 4800003625

distance 0.278

#12 · Kolhapurcell 4800003561

distance 0.28

#13 · Kolhapurcell 4800002750

distance 0.286

#14 · Kolhapurcell 4800002936

distance 0.289

#15 · Kolhapurcell 4800003624

distance 0.293

#16 · Kolhapurcell 4800002656

distance 0.294

#17 · Kolhapurcell 4800002701

distance 0.302

#18 · Kolhapurcell 4800004734

distance 0.303

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":4800003340}}}'

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.