Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800001973

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.154

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800001859

distance 0.154

#2 · Kolhapurcell 4800001800

distance 0.156

#3 · Sanglicell 4930006396

distance 0.213 · cross-district

#4 · Sanglicell 4930006462

distance 0.214 · cross-district

#5 · Sanglicell 4930006548

distance 0.215 · cross-district

#6 · Sanglicell 4930006335

distance 0.215 · cross-district

#7 · Kolhapurcell 4800001690

distance 0.215

#8 · Kolhapurcell 4800002072

distance 0.216

#9 · Kolhapurcell 4800001451

distance 0.219

#10 · Solapurcell 4960009120

distance 0.219 · cross-district

#11 · Kolhapurcell 4800001688

distance 0.222

#12 · Solapurcell 4960008812

distance 0.222 · cross-district

#13 · Sanglicell 4930006480

distance 0.223 · cross-district

#14 · Kolhapurcell 4800001799

distance 0.223

#15 · Sanglicell 4930006199

distance 0.224 · cross-district

#16 · Kolhapurcell 4800001802

distance 0.225

#17 · Dharashivcell 4880003797

distance 0.225 · cross-district

#18 · Kolhapurcell 4800001914

distance 0.225

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":4800001973}}}'

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.