Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900012139

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 1 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.171

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900011198

distance 0.171

#2 · Punecell 4900011548

distance 0.192

#3 · Punecell 4900012002

distance 0.193

#4 · Punecell 4900012134

distance 0.193

#5 · Punecell 4900011415

distance 0.193

#6 · Punecell 4900012133

distance 0.2

#7 · Punecell 4900012007

distance 0.206

#8 · Punecell 4900011473

distance 0.216

#9 · Punecell 4900011938

distance 0.218

#10 · Punecell 4900012074

distance 0.244

#11 · Punecell 4900012006

distance 0.261

#12 · Punecell 4900012206

distance 0.266

#13 · Punecell 4900010605

distance 0.266

#14 · Punecell 4900009669

distance 0.273

#15 · Punecell 4900009984

distance 0.275

#16 · Punecell 4900012410

distance 0.282

#17 · Punecell 4900011939

distance 0.282

#18 · Punecell 4900009274

distance 0.285

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":4900012139}}}'

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.