Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930004539

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

0.167

lower = more alike (weighted)

The twins, closest first

#1 · Solapurcell 4960003401

distance 0.167 · cross-district

#2 · Sanglicell 4930002040

distance 0.185

#3 · Sanglicell 4930006179

distance 0.198

#4 · Beedcell 4700000170

distance 0.209 · cross-district

#5 · Solapurcell 4960002114

distance 0.212 · cross-district

#6 · Sanglicell 4930001288

distance 0.214

#7 · Sanglicell 4930001713

distance 0.216

#8 · Sanglicell 4930005756

distance 0.216

#9 · Solapurcell 4960004632

distance 0.216 · cross-district

#10 · Sataracell 4940001527

distance 0.217 · cross-district

#11 · Dharashivcell 4880005585

distance 0.217 · cross-district

#12 · Sanglicell 4930003917

distance 0.218

#13 · Beedcell 4700001339

distance 0.22 · cross-district

#14 · Solapurcell 4960009555

distance 0.22 · cross-district

#15 · Sanglicell 4930005905

distance 0.224

#16 · Sanglicell 4930004385

distance 0.225

#17 · Laturcell 4810000480

distance 0.225 · cross-district

#18 · Sanglicell 4930000731

distance 0.226

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":4930004539}}}'

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.