Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900011047

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 4 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.192

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900011138

distance 0.192

#2 · Ahmednagarcell 4660004383

distance 0.318 · cross-district

#3 · Punecell 4900003539

distance 0.34

#4 · Punecell 4900008175

distance 0.364

#5 · Ahmednagarcell 4660004462

distance 0.375 · cross-district

#6 · Punecell 4900010105

distance 0.378

#7 · Nashikcell 4870004228

distance 0.384 · cross-district

#8 · Punecell 4900005886

distance 0.391

#9 · Punecell 4900008846

distance 0.395

#10 · Punecell 4900011046

distance 0.402

#11 · Nashikcell 4870003630

distance 0.405 · cross-district

#12 · Punecell 4900012080

distance 0.407

#13 · Punecell 4900011338

distance 0.407

#14 · Punecell 4900008184

distance 0.407

#15 · Sataracell 4940008194

distance 0.408 · cross-district

#16 · Nashikcell 4870004229

distance 0.41 · cross-district

#17 · Punecell 4900008843

distance 0.421

#18 · Punecell 4900010978

distance 0.432

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":4900011047}}}'

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.