Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900012472

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

0.195

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900012544

distance 0.195

#2 · Punecell 4900012334

distance 0.203

#3 · Punecell 4900012473

distance 0.243

#4 · Punecell 4900013175

distance 0.267

#5 · Nashikcell 4870000323

distance 0.268 · cross-district

#6 · Punecell 4900000656

distance 0.27

#7 · Punecell 4900013179

distance 0.273

#8 · Punecell 4900013172

distance 0.279

#9 · Punecell 4900012616

distance 0.281

#10 · Punecell 4900013074

distance 0.281

#11 · Sataracell 4940008663

distance 0.284 · cross-district

#12 · Punecell 4900012394

distance 0.284

#13 · Sataracell 4940008500

distance 0.284 · cross-district

#14 · Punecell 4900012824

distance 0.285

#15 · Nashikcell 4870001160

distance 0.285 · cross-district

#16 · Punecell 4900013141

distance 0.29

#17 · Punecell 4900012757

distance 0.292

#18 · Punecell 4900000655

distance 0.292

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":4900012472}}}'

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.