Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800006136

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

0.231

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800006109

distance 0.231

#2 · Kolhapurcell 4800006107

distance 0.234

#3 · Kolhapurcell 4800003792

distance 0.243

#4 · Kolhapurcell 4800002835

distance 0.248

#5 · Kolhapurcell 4800006103

distance 0.26

#6 · Sanglicell 4930001807

distance 0.264 · cross-district

#7 · Kolhapurcell 4800006327

distance 0.265

#8 · Kolhapurcell 4800006050

distance 0.275

#9 · Kolhapurcell 4800006040

distance 0.28

#10 · Sataracell 4940002605

distance 0.287 · cross-district

#11 · Kolhapurcell 4800003780

distance 0.293

#12 · Kolhapurcell 4800003465

distance 0.301

#13 · Kolhapurcell 4800002958

distance 0.301

#14 · Kolhapurcell 4800006086

distance 0.307

#15 · Kolhapurcell 4800003657

distance 0.308

#16 · Sanglicell 4930000991

distance 0.315 · cross-district

#17 · Kolhapurcell 4800005992

distance 0.318

#18 · Sanglicell 4930001649

distance 0.318 · 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":4800006136}}}'

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.