Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800005314

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

0.174

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800004454

distance 0.174

#2 · Kolhapurcell 4800005398

distance 0.198

#3 · Kolhapurcell 4800005316

distance 0.208

#4 · Kolhapurcell 4800004543

distance 0.216

#5 · Sataracell 4940008210

distance 0.233 · cross-district

#6 · Kolhapurcell 4800004125

distance 0.235

#7 · Sanglicell 4930001014

distance 0.239 · cross-district

#8 · Kolhapurcell 4800003965

distance 0.243

#9 · Kolhapurcell 4800005057

distance 0.248

#10 · Kolhapurcell 4800004623

distance 0.254

#11 · Kolhapurcell 4800005051

distance 0.256

#12 · Sanglicell 4930000142

distance 0.258 · cross-district

#13 · Sataracell 4940008214

distance 0.26 · cross-district

#14 · Kolhapurcell 4800004963

distance 0.26

#15 · Punecell 4900001861

distance 0.263 · cross-district

#16 · Kolhapurcell 4800004796

distance 0.263

#17 · Kolhapurcell 4800004620

distance 0.266

#18 · Sataracell 4940008211

distance 0.267 · 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":4800005314}}}'

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.