Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930004043

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 6 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.295

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930004042

distance 0.295

#2 · Sanglicell 4930004194

distance 0.333

#3 · Sanglicell 4930003886

distance 0.346

#4 · Sanglicell 4930005715

distance 0.351

#5 · Kolhapurcell 4800004209

distance 0.351 · cross-district

#6 · Sataracell 4940000777

distance 0.356 · cross-district

#7 · Sanglicell 4930004049

distance 0.359

#8 · Amravaticell 4680006440

distance 0.361 · cross-district

#9 · Sanglicell 4930003717

distance 0.361

#10 · Nagpurcell 4840007216

distance 0.365 · cross-district

#11 · Solapurcell 4960009759

distance 0.38 · cross-district

#12 · Sanglicell 4930005714

distance 0.38

#13 · Sataracell 4940000085

distance 0.381 · cross-district

#14 · Solapurcell 4960008686

distance 0.384 · cross-district

#15 · Solapurcell 4960011076

distance 0.385 · cross-district

#16 · Solapurcell 4960011077

distance 0.385 · cross-district

#17 · Sanglicell 4930006255

distance 0.386

#18 · Solapurcell 4960011075

distance 0.389 · 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":493,"cluster_id":4930004043}}}'

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.