Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930004055

The MH-36 locality cells most similar to this Sangli 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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.298

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930001373

distance 0.298

#2 · Nagpurcell 4840008177

distance 0.312 · cross-district

#3 · Sanglicell 4930005062

distance 0.316

#4 · Sanglicell 4930005636

distance 0.333

#5 · Amravaticell 4680006711

distance 0.338 · cross-district

#6 · Sataracell 4940000100

distance 0.345 · cross-district

#7 · Kolhapurcell 4800005963

distance 0.349 · cross-district

#8 · Sanglicell 4930001518

distance 0.354

#9 · Nagpurcell 4840007855

distance 0.362 · cross-district

#10 · Yavatmalcell 5000003539

distance 0.371 · cross-district

#11 · Sanglicell 4930006039

distance 0.373

#12 · Amravaticell 4680004322

distance 0.379 · cross-district

#13 · Chhatrapati Sambhajinagarcell 4690004626

distance 0.38 · cross-district

#14 · Solapurcell 4960008290

distance 0.383 · cross-district

#15 · Nagpurcell 4840008431

distance 0.385 · cross-district

#16 · Dharashivcell 4880000672

distance 0.386 · cross-district

#17 · Sanglicell 4930006957

distance 0.388

#18 · Sanglicell 4930003367

distance 0.388

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":493,"cluster_id":4930004055}}}'

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.