Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800003596

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

0.213

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800002838

distance 0.213

#2 · Punecell 4900000715

distance 0.255 · cross-district

#3 · Kolhapurcell 4800003780

distance 0.282

#4 · Punecell 4900000134

distance 0.289 · cross-district

#5 · Sataracell 4940000880

distance 0.297 · cross-district

#6 · Sataracell 4940004588

distance 0.31 · cross-district

#7 · Kolhapurcell 4800003052

distance 0.318

#8 · Kolhapurcell 4800002837

distance 0.324

#9 · Kolhapurcell 4800003794

distance 0.325

#10 · Solapurcell 4960007929

distance 0.327 · cross-district

#11 · Punecell 4900000469

distance 0.329 · cross-district

#12 · Kolhapurcell 4800002730

distance 0.331

#13 · Kolhapurcell 4800002835

distance 0.332

#14 · Sanglicell 4930000142

distance 0.333 · cross-district

#15 · Kolhapurcell 4800005836

distance 0.334

#16 · Kolhapurcell 4800003797

distance 0.339

#17 · Kolhapurcell 4800002958

distance 0.34

#18 · Sataracell 4940000828

distance 0.34 · 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":4800003596}}}'

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.