Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800004871

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.19

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800004526

distance 0.19

#2 · Sataracell 4940000950

distance 0.235 · cross-district

#3 · Sataracell 4940000772

distance 0.294 · cross-district

#4 · Kolhapurcell 4800004889

distance 0.301

#5 · Kolhapurcell 4800004199

distance 0.313

#6 · Kolhapurcell 4800005230

distance 0.319

#7 · Kolhapurcell 4800002678

distance 0.324

#8 · Sataracell 4940004845

distance 0.332 · cross-district

#9 · Sataracell 4940006920

distance 0.337 · cross-district

#10 · Kolhapurcell 4800004288

distance 0.347

#11 · Sataracell 4940004843

distance 0.349 · cross-district

#12 · Ahmednagarcell 4660009949

distance 0.361 · cross-district

#13 · Punecell 4900000880

distance 0.366 · cross-district

#14 · Sataracell 4940008116

distance 0.369 · cross-district

#15 · Nashikcell 4870003958

distance 0.37 · cross-district

#16 · Kolhapurcell 4800005776

distance 0.371

#17 · Nashikcell 4870011306

distance 0.373 · cross-district

#18 · Nashikcell 4870009628

distance 0.374 · 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":4800004871}}}'

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.