Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900005112

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

0.182

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900005250

distance 0.182

#2 · Punecell 4900005790

distance 0.191

#3 · Punecell 4900007387

distance 0.193

#4 · Punecell 4900005532

distance 0.197

#5 · Punecell 4900005652

distance 0.205

#6 · Punecell 4900005914

distance 0.213

#7 · Punecell 4900005251

distance 0.219

#8 · Sanglicell 4930006915

distance 0.219 · cross-district

#9 · Solapurcell 4960000074

distance 0.219 · cross-district

#10 · Punecell 4900004849

distance 0.221

#11 · Punecell 4900007390

distance 0.221

#12 · Punecell 4900005793

distance 0.221

#13 · Punecell 4900007518

distance 0.225

#14 · Punecell 4900004848

distance 0.227

#15 · Sanglicell 4930006014

distance 0.228 · cross-district

#16 · Punecell 4900007626

distance 0.231

#17 · Punecell 4900004835

distance 0.232

#18 · Punecell 4900005255

distance 0.233

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":4900005112}}}'

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.