Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800002570

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

0.229

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800002558

distance 0.229

#2 · Kolhapurcell 4800005798

distance 0.244

#3 · Kolhapurcell 4800005490

distance 0.285

#4 · Kolhapurcell 4800005794

distance 0.285

#5 · Kolhapurcell 4800005923

distance 0.29

#6 · Kolhapurcell 4800003445

distance 0.293

#7 · Kolhapurcell 4800002657

distance 0.293

#8 · Kolhapurcell 4800005494

distance 0.294

#9 · Kolhapurcell 4800002803

distance 0.295

#10 · Kolhapurcell 4800005659

distance 0.306

#11 · Kolhapurcell 4800005156

distance 0.309

#12 · Kolhapurcell 4800005729

distance 0.312

#13 · Kolhapurcell 4800003626

distance 0.325

#14 · Kolhapurcell 4800002660

distance 0.331

#15 · Kolhapurcell 4800003339

distance 0.331

#16 · Kolhapurcell 4800004979

distance 0.331

#17 · Kolhapurcell 4800005925

distance 0.333

#18 · Kolhapurcell 4800003073

distance 0.333

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":4800002570}}}'

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.