Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930002295

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

0.242

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930002468

distance 0.242

#2 · Solapurcell 4960000542

distance 0.29 · cross-district

#3 · Sanglicell 4930003674

distance 0.297

#4 · Sanglicell 4930004610

distance 0.299

#5 · Solapurcell 4960012296

distance 0.3 · cross-district

#6 · Dharashivcell 4880003318

distance 0.301 · cross-district

#7 · Sanglicell 4930001784

distance 0.302

#8 · Dharashivcell 4880002903

distance 0.314 · cross-district

#9 · Sanglicell 4930002296

distance 0.316

#10 · Sanglicell 4930002810

distance 0.32

#11 · Solapurcell 4960000482

distance 0.324 · cross-district

#12 · Beedcell 4700002170

distance 0.324 · cross-district

#13 · Dharashivcell 4880005175

distance 0.325 · cross-district

#14 · Solapurcell 4960007752

distance 0.327 · cross-district

#15 · Laturcell 4810002834

distance 0.33 · cross-district

#16 · Jalnacell 4790004146

distance 0.335 · cross-district

#17 · Laturcell 4810004122

distance 0.336 · cross-district

#18 · Laturcell 4810005736

distance 0.338 · 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":4930002295}}}'

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.