Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900004120

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.218

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940007995

distance 0.218 · cross-district

#2 · Punecell 4900004677

distance 0.225

#3 · Punecell 4900002128

distance 0.227

#4 · Punecell 4900003992

distance 0.227

#5 · Punecell 4900005092

distance 0.228

#6 · Sataracell 4940008394

distance 0.239 · cross-district

#7 · Punecell 4900002883

distance 0.242

#8 · Punecell 4900004285

distance 0.243

#9 · Punecell 4900000571

distance 0.244

#10 · Punecell 4900004575

distance 0.244

#11 · Punecell 4900003874

distance 0.246

#12 · Punecell 4900004536

distance 0.247

#13 · Punecell 4900004574

distance 0.249

#14 · Punecell 4900002446

distance 0.25

#15 · Punecell 4900004537

distance 0.251

#16 · Punecell 4900002122

distance 0.253

#17 · Punecell 4900007490

distance 0.254

#18 · Punecell 4900001705

distance 0.257

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":4900004120}}}'

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.