Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930004702

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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.189

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930004107

distance 0.189

#2 · Sanglicell 4930004701

distance 0.206

#3 · Punecell 4900005273

distance 0.233 · cross-district

#4 · Punecell 4900005263

distance 0.245 · cross-district

#5 · Ahmednagarcell 4660001854

distance 0.248 · cross-district

#6 · Ahmednagarcell 4660004670

distance 0.251 · cross-district

#7 · Laturcell 4810005381

distance 0.253 · cross-district

#8 · Solapurcell 4960012356

distance 0.254 · cross-district

#9 · Jalgaoncell 4780006539

distance 0.257 · cross-district

#10 · Ahmednagarcell 4660002660

distance 0.259 · cross-district

#11 · Washimcell 4990001614

distance 0.262 · cross-district

#12 · Washimcell 4990001338

distance 0.263 · cross-district

#13 · Ahmednagarcell 4660001873

distance 0.263 · cross-district

#14 · Punecell 4900007382

distance 0.264 · cross-district

#15 · Jalgaoncell 4780008963

distance 0.265 · cross-district

#16 · Sanglicell 4930002526

distance 0.265

#17 · Solapurcell 4960003231

distance 0.265 · cross-district

#18 · Beedcell 4700005805

distance 0.266 · 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":4930004702}}}'

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.