Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800003425

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.182

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800003602

distance 0.182

#2 · Kolhapurcell 4800003667

distance 0.196

#3 · Kolhapurcell 4800003541

distance 0.196

#4 · Kolhapurcell 4800003085

distance 0.196

#5 · Kolhapurcell 4800003406

distance 0.204

#6 · Sataracell 4940003055

distance 0.224 · cross-district

#7 · Sataracell 4940002057

distance 0.225 · cross-district

#8 · Beedcell 4700006801

distance 0.225 · cross-district

#9 · Punecell 4900000721

distance 0.227 · cross-district

#10 · Sataracell 4940001950

distance 0.228 · cross-district

#11 · Beedcell 4700004415

distance 0.232 · cross-district

#12 · Punecell 4900001623

distance 0.234 · cross-district

#13 · Sataracell 4940002611

distance 0.234 · cross-district

#14 · Sataracell 4940001958

distance 0.236 · cross-district

#15 · Sataracell 4940001411

distance 0.238 · cross-district

#16 · Punecell 4900001592

distance 0.241 · cross-district

#17 · Kolhapurcell 4800003539

distance 0.243

#18 · Punecell 4900000282

distance 0.243 · 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":4800003425}}}'

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.