Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800003879

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 9 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.299

lower = more alike (weighted)

The twins, closest first

#1 · Amravaticell 4680002586

distance 0.299 · cross-district

#2 · Akolacell 4670003947

distance 0.373 · cross-district

#3 · Sataracell 4940004346

distance 0.393 · cross-district

#4 · Akolacell 4670002000

distance 0.395 · cross-district

#5 · Kolhapurcell 4800004617

distance 0.398

#6 · Nashikcell 4870005412

distance 0.405 · cross-district

#7 · Nashikcell 4870002342

distance 0.415 · cross-district

#8 · Kolhapurcell 4800004443

distance 0.416

#9 · Sataracell 4940004719

distance 0.416 · cross-district

#10 · Nashikcell 4870002515

distance 0.419 · cross-district

#11 · Sanglicell 4930000293

distance 0.421 · cross-district

#12 · Kolhapurcell 4800001788

distance 0.421

#13 · Sanglicell 4930003015

distance 0.424 · cross-district

#14 · Washimcell 4990003889

distance 0.429 · cross-district

#15 · Nagpurcell 4840003574

distance 0.43 · cross-district

#16 · Kolhapurcell 4800005142

distance 0.44

#17 · Amravaticell 4680009167

distance 0.441 · cross-district

#18 · Solapurcell 4960008143

distance 0.444 · 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":4800003879}}}'

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.