Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900012571

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 2 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.205

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900005100

distance 0.205

#2 · Punecell 4900005641

distance 0.206

#3 · Punecell 4900002294

distance 0.207

#4 · Punecell 4900012636

distance 0.209

#5 · Punecell 4900006521

distance 0.211

#6 · Punecell 4900004274

distance 0.22

#7 · Punecell 4900002599

distance 0.221

#8 · Punecell 4900006030

distance 0.221

#9 · Punecell 4900004125

distance 0.222

#10 · Ahmednagarcell 4660006121

distance 0.224 · cross-district

#11 · Punecell 4900004409

distance 0.227

#12 · Punecell 4900002449

distance 0.231

#13 · Punecell 4900005755

distance 0.232

#14 · Punecell 4900006388

distance 0.235

#15 · Punecell 4900006281

distance 0.237

#16 · Punecell 4900006402

distance 0.242

#17 · Punecell 4900006152

distance 0.249

#18 · Punecell 4900004134

distance 0.249

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":4900012571}}}'

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.