Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800004415

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 12 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.347

lower = more alike (weighted)

The twins, closest first

#1 · Jalnacell 4790003785

distance 0.347 · cross-district

#2 · Chandrapurcell 4730003096

distance 0.349 · cross-district

#3 · Kolhapurcell 4800004019

distance 0.351

#4 · Kolhapurcell 4800004252

distance 0.353

#5 · Kolhapurcell 4800004169

distance 0.363

#6 · Kolhapurcell 4800004857

distance 0.374

#7 · Parbhanicell 4890003011

distance 0.384 · cross-district

#8 · Nagpurcell 4840003960

distance 0.399 · cross-district

#9 · Dharashivcell 4880003082

distance 0.412 · cross-district

#10 · Beedcell 4700005259

distance 0.424 · cross-district

#11 · Kolhapurcell 4800004422

distance 0.441

#12 · Jalgaoncell 4780004185

distance 0.444 · cross-district

#13 · Chhatrapati Sambhajinagarcell 4690002795

distance 0.446 · cross-district

#14 · Buldhanacell 4720001644

distance 0.447 · cross-district

#15 · Laturcell 4810003263

distance 0.448 · cross-district

#16 · Yavatmalcell 5000006858

distance 0.449 · cross-district

#17 · Jalnacell 4790001873

distance 0.454 · cross-district

#18 · Kolhapurcell 4800004423

distance 0.454

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":4800004415}}}'

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.