Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900004982

The MH-36 locality cells most similar to this Pune 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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.217

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700004966

distance 0.217 · cross-district

#2 · Punecell 4900004703

distance 0.235

#3 · Beedcell 4700006360

distance 0.237 · cross-district

#4 · Punecell 4900007625

distance 0.241

#5 · Beedcell 4700004606

distance 0.244 · cross-district

#6 · Beedcell 4700005285

distance 0.245 · cross-district

#7 · Ahmednagarcell 4660003906

distance 0.248 · cross-district

#8 · Beedcell 4700004431

distance 0.248 · cross-district

#9 · Ahmednagarcell 4660006643

distance 0.248 · cross-district

#10 · Punecell 4900005392

distance 0.248

#11 · Beedcell 4700003581

distance 0.25 · cross-district

#12 · Ahmednagarcell 4660002275

distance 0.251 · cross-district

#13 · Beedcell 4700005130

distance 0.252 · cross-district

#14 · Beedcell 4700003283

distance 0.252 · cross-district

#15 · Punecell 4900004700

distance 0.253

#16 · Punecell 4900005391

distance 0.253

#17 · Beedcell 4700004948

distance 0.256 · cross-district

#18 · Ahmednagarcell 4660002894

distance 0.257 · 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":490,"cluster_id":4900004982}}}'

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.