Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800004501

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 11 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.278

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800004514

distance 0.278

#2 · Kolhapurcell 4800004093

distance 0.295

#3 · Laturcell 4810003373

distance 0.304 · cross-district

#4 · Kolhapurcell 4800004861

distance 0.309

#5 · Nashikcell 4870011803

distance 0.334 · cross-district

#6 · Sanglicell 4930000412

distance 0.335 · cross-district

#7 · Washimcell 4990001107

distance 0.342 · cross-district

#8 · Kolhapurcell 4800004175

distance 0.348

#9 · Solapurcell 4960005511

distance 0.352 · cross-district

#10 · Solapurcell 4960011718

distance 0.356 · cross-district

#11 · Beedcell 4700001343

distance 0.358 · cross-district

#12 · Laturcell 4810003117

distance 0.36 · cross-district

#13 · Chandrapurcell 4730003380

distance 0.361 · cross-district

#14 · Nagpurcell 4840004600

distance 0.368 · cross-district

#15 · Kolhapurcell 4800003880

distance 0.372

#16 · Amravaticell 4680002486

distance 0.373 · cross-district

#17 · Parbhanicell 4890002762

distance 0.374 · cross-district

#18 · Chandrapurcell 4730004323

distance 0.375 · 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":4800004501}}}'

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.