Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800004050

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.074

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800004368

distance 0.074

#2 · Kolhapurcell 4800004285

distance 0.084

#3 · Sanglicell 4930000178

distance 0.094 · cross-district

#4 · Kolhapurcell 4800003888

distance 0.13

#5 · Kolhapurcell 4800004450

distance 0.131

#6 · Kolhapurcell 4800004535

distance 0.132

#7 · Sanglicell 4930006182

distance 0.136 · cross-district

#8 · Kolhapurcell 4800003970

distance 0.139

#9 · Sanglicell 4930000392

distance 0.142 · cross-district

#10 · Kolhapurcell 4800004538

distance 0.143

#11 · Kolhapurcell 4800004630

distance 0.151

#12 · Kolhapurcell 4800004373

distance 0.158

#13 · Kolhapurcell 4800004541

distance 0.158

#14 · Kolhapurcell 4800005913

distance 0.161

#15 · Kolhapurcell 4800004540

distance 0.165

#16 · Punecell 4900004182

distance 0.171 · cross-district

#17 · Kolhapurcell 4800004628

distance 0.172

#18 · Kolhapurcell 4800004711

distance 0.173

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":4800004050}}}'

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.