Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930006528

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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.228

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930007179

distance 0.228

#2 · Ahmednagarcell 4660001738

distance 0.248 · cross-district

#3 · Ahmednagarcell 4660001523

distance 0.249 · cross-district

#4 · Solapurcell 4960012134

distance 0.25 · cross-district

#5 · Sanglicell 4930007081

distance 0.256

#6 · Ahmednagarcell 4660002036

distance 0.259 · cross-district

#7 · Sanglicell 4930004066

distance 0.26

#8 · Dharashivcell 4880003720

distance 0.261 · cross-district

#9 · Ahmednagarcell 4660001529

distance 0.265 · cross-district

#10 · Punecell 4900008868

distance 0.265 · cross-district

#11 · Nashikcell 4870005579

distance 0.265 · cross-district

#12 · Ahmednagarcell 4660002343

distance 0.269 · cross-district

#13 · Solapurcell 4960004210

distance 0.27 · cross-district

#14 · Solapurcell 4960011983

distance 0.271 · cross-district

#15 · Punecell 4900006894

distance 0.271 · cross-district

#16 · Dharashivcell 4880001023

distance 0.272 · cross-district

#17 · Sataracell 4940002847

distance 0.274 · cross-district

#18 · Ahmednagarcell 4660001947

distance 0.277 · 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":4930006528}}}'

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.