Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930005482

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 8 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.258

lower = more alike (weighted)

The twins, closest first

#1 · Solapurcell 4960000803

distance 0.258 · cross-district

#2 · Sanglicell 4930004441

distance 0.278

#3 · Solapurcell 4960000981

distance 0.289 · cross-district

#4 · Sanglicell 4930005003

distance 0.291

#5 · Solapurcell 4960000725

distance 0.299 · cross-district

#6 · Solapurcell 4960000403

distance 0.319 · cross-district

#7 · Parbhanicell 4890004269

distance 0.32 · cross-district

#8 · Beedcell 4700005644

distance 0.324 · cross-district

#9 · Sanglicell 4930001471

distance 0.328

#10 · Chhatrapati Sambhajinagarcell 4690004460

distance 0.328 · cross-district

#11 · Sanglicell 4930006979

distance 0.333

#12 · Buldhanacell 4720005672

distance 0.333 · cross-district

#13 · Solapurcell 4960008431

distance 0.334 · cross-district

#14 · Dharashivcell 4880004275

distance 0.336 · cross-district

#15 · Beedcell 4700002316

distance 0.337 · cross-district

#16 · Dharashivcell 4880006347

distance 0.337 · cross-district

#17 · Nashikcell 4870012314

distance 0.339 · cross-district

#18 · Beedcell 4700000694

distance 0.344 · 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":4930005482}}}'

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.