Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930005111

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 5 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.248

lower = more alike (weighted)

The twins, closest first

#1 · Nashikcell 4870006445

distance 0.248 · cross-district

#2 · Ahmednagarcell 4660003811

distance 0.255 · cross-district

#3 · Sanglicell 4930006152

distance 0.268

#4 · Ahmednagarcell 4660004208

distance 0.269 · cross-district

#5 · Solapurcell 4960000120

distance 0.269 · cross-district

#6 · Nashikcell 4870003715

distance 0.271 · cross-district

#7 · Sanglicell 4930004691

distance 0.272

#8 · Sanglicell 4930004676

distance 0.274

#9 · Washimcell 4990003862

distance 0.276 · cross-district

#10 · Nashikcell 4870006761

distance 0.278 · cross-district

#11 · Nashikcell 4870004704

distance 0.279 · cross-district

#12 · Nashikcell 4870007052

distance 0.279 · cross-district

#13 · Ahmednagarcell 4660000878

distance 0.28 · cross-district

#14 · Solapurcell 4960000128

distance 0.281 · cross-district

#15 · Solapurcell 4960001286

distance 0.281 · cross-district

#16 · Solapurcell 4960000045

distance 0.282 · cross-district

#17 · Sanglicell 4930005737

distance 0.283

#18 · Sanglicell 4930003775

distance 0.283

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":4930005111}}}'

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.