Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930003884

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 7 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.249

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930003715

distance 0.249

#2 · Sataracell 4940000777

distance 0.314 · cross-district

#3 · Solapurcell 4960009668

distance 0.325 · cross-district

#4 · Solapurcell 4960010599

distance 0.333 · cross-district

#5 · Sanglicell 4930003717

distance 0.336

#6 · Solapurcell 4960008787

distance 0.356 · cross-district

#7 · Chhatrapati Sambhajinagarcell 4690006880

distance 0.363 · cross-district

#8 · Punecell 4900002212

distance 0.363 · cross-district

#9 · Dharashivcell 4880004071

distance 0.368 · cross-district

#10 · Punecell 4900002056

distance 0.368 · cross-district

#11 · Solapurcell 4960010611

distance 0.371 · cross-district

#12 · Sataracell 4940003828

distance 0.378 · cross-district

#13 · Solapurcell 4960009757

distance 0.384 · cross-district

#14 · Sataracell 4940000085

distance 0.384 · cross-district

#15 · Sataracell 4940000117

distance 0.384 · cross-district

#16 · Nagpurcell 4840007621

distance 0.384 · cross-district

#17 · Solapurcell 4960011383

distance 0.385 · cross-district

#18 · Chhatrapati Sambhajinagarcell 4690006753

distance 0.387 · 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":4930003884}}}'

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.