Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930004065

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.25

lower = more alike (weighted)

The twins, closest first

#1 · Ahmednagarcell 4660013433

distance 0.25 · cross-district

#2 · Ahmednagarcell 4660002131

distance 0.252 · cross-district

#3 · Punecell 4900002034

distance 0.256 · cross-district

#4 · Solapurcell 4960004210

distance 0.268 · cross-district

#5 · Nashikcell 4870004841

distance 0.269 · cross-district

#6 · Sanglicell 4930004375

distance 0.277

#7 · Ahmednagarcell 4660013890

distance 0.282 · cross-district

#8 · Ahmednagarcell 4660014024

distance 0.284 · cross-district

#9 · Solapurcell 4960009414

distance 0.286 · cross-district

#10 · Ahmednagarcell 4660001622

distance 0.286 · cross-district

#11 · Sanglicell 4930004066

distance 0.293

#12 · Nashikcell 4870007172

distance 0.294 · cross-district

#13 · Nashikcell 4870005579

distance 0.295 · cross-district

#14 · Nashikcell 4870004713

distance 0.295 · cross-district

#15 · Nashikcell 4870004423

distance 0.296 · cross-district

#16 · Punecell 4900001463

distance 0.296 · cross-district

#17 · Ahmednagarcell 4660001944

distance 0.297 · cross-district

#18 · Nashikcell 4870006296

distance 0.299 · 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":4930004065}}}'

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.