Bhārata Strata · Maharashtra · Solapur · morphological twins

Places like cell 4960008052

The MH-36 locality cells most similar to this Solapur 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 12 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.328

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800003800

distance 0.328 · cross-district

#2 · Dharashivcell 4880000048

distance 0.334 · cross-district

#3 · Amravaticell 4680005878

distance 0.372 · cross-district

#4 · Kolhapurcell 4800004703

distance 0.372 · cross-district

#5 · Sataracell 4940004825

distance 0.373 · cross-district

#6 · Sanglicell 4930000301

distance 0.384 · cross-district

#7 · Beedcell 4700005841

distance 0.385 · cross-district

#8 · Chhatrapati Sambhajinagarcell 4690002587

distance 0.392 · cross-district

#9 · Solapurcell 4960007682

distance 0.397

#10 · Akolacell 4670001842

distance 0.404 · cross-district

#11 · Kolhapurcell 4800004356

distance 0.407 · cross-district

#12 · Amravaticell 4680004601

distance 0.421 · cross-district

#13 · Chandrapurcell 4730003309

distance 0.422 · cross-district

#14 · Solapurcell 4960007804

distance 0.422

#15 · Nashikcell 4870011100

distance 0.425 · cross-district

#16 · Akolacell 4670001776

distance 0.426 · cross-district

#17 · Ahmednagarcell 4660005354

distance 0.434 · cross-district

#18 · Ahmednagarcell 4660012683

distance 0.436 · 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":496,"cluster_id":4960008052}}}'

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.