Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800005621

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 11 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.239

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800005838

distance 0.239

#2 · Kolhapurcell 4800004947

distance 0.255

#3 · Jalnacell 4790003919

distance 0.265 · cross-district

#4 · Sanglicell 4930002733

distance 0.266 · cross-district

#5 · Kolhapurcell 4800005692

distance 0.277

#6 · Nagpurcell 4840005852

distance 0.277 · cross-district

#7 · Amravaticell 4680005653

distance 0.28 · cross-district

#8 · Sanglicell 4930005751

distance 0.282 · cross-district

#9 · Sanglicell 4930001300

distance 0.283 · cross-district

#10 · Amravaticell 4680000207

distance 0.287 · cross-district

#11 · Laturcell 4810001226

distance 0.288 · cross-district

#12 · Parbhanicell 4890001996

distance 0.289 · cross-district

#13 · Buldhanacell 4720002364

distance 0.289 · cross-district

#14 · Beedcell 4700005620

distance 0.291 · cross-district

#15 · Chhatrapati Sambhajinagarcell 4690000089

distance 0.292 · cross-district

#16 · Sanglicell 4930000421

distance 0.293 · cross-district

#17 · Kolhapurcell 4800005536

distance 0.296

#18 · Dharashivcell 4880006319

distance 0.297 · 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":4800005621}}}'

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.