Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800005446

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.136

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800005443

distance 0.136

#2 · Kolhapurcell 4800005369

distance 0.146

#3 · Kolhapurcell 4800005617

distance 0.172

#4 · Kolhapurcell 4800005529

distance 0.176

#5 · Beedcell 4700003056

distance 0.191 · cross-district

#6 · Beedcell 4700004267

distance 0.201 · cross-district

#7 · Buldhanacell 4720002977

distance 0.203 · cross-district

#8 · Jalnacell 4790003991

distance 0.204 · cross-district

#9 · Beedcell 4700003098

distance 0.207 · cross-district

#10 · Jalnacell 4790003990

distance 0.207 · cross-district

#11 · Kolhapurcell 4800005764

distance 0.211

#12 · Beedcell 4700004785

distance 0.212 · cross-district

#13 · Kolhapurcell 4800005533

distance 0.212

#14 · Sanglicell 4930003589

distance 0.213 · cross-district

#15 · Beedcell 4700001929

distance 0.213 · cross-district

#16 · Beedcell 4700002751

distance 0.218 · cross-district

#17 · Jalnacell 4790003310

distance 0.22 · cross-district

#18 · Beedcell 4700003276

distance 0.223 · 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":4800005446}}}'

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.