Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930000717

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.26

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930002541

distance 0.26

#2 · Sanglicell 4930002729

distance 0.268

#3 · Sanglicell 4930004265

distance 0.286

#4 · Solapurcell 4960003822

distance 0.287 · cross-district

#5 · Sanglicell 4930003045

distance 0.293

#6 · Beedcell 4700001508

distance 0.298 · cross-district

#7 · Sanglicell 4930002031

distance 0.301

#8 · Sanglicell 4930001047

distance 0.303

#9 · Ahmednagarcell 4660004322

distance 0.304 · cross-district

#10 · Laturcell 4810000238

distance 0.308 · cross-district

#11 · Sanglicell 4930001275

distance 0.309

#12 · Sanglicell 4930002540

distance 0.31

#13 · Solapurcell 4960000098

distance 0.314 · cross-district

#14 · Sanglicell 4930003572

distance 0.314

#15 · Solapurcell 4960006932

distance 0.317 · cross-district

#16 · Dharashivcell 4880002651

distance 0.318 · cross-district

#17 · Sanglicell 4930003206

distance 0.318

#18 · Solapurcell 4960000446

distance 0.318 · 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":4930000717}}}'

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.