Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900007738

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.172

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900007251

distance 0.172

#2 · Punecell 4900007373

distance 0.182

#3 · Punecell 4900004279

distance 0.228

#4 · Punecell 4900007255

distance 0.242

#5 · Punecell 4900010809

distance 0.244

#6 · Punecell 4900009182

distance 0.247

#7 · Punecell 4900006874

distance 0.25

#8 · Sataracell 4940008941

distance 0.254 · cross-district

#9 · Punecell 4900006777

distance 0.26

#10 · Punecell 4900006753

distance 0.263

#11 · Sataracell 4940008961

distance 0.267 · cross-district

#12 · Punecell 4900004167

distance 0.268

#13 · Punecell 4900006419

distance 0.268

#14 · Punecell 4900004542

distance 0.272

#15 · Ahmednagarcell 4660004613

distance 0.276 · cross-district

#16 · Beedcell 4700003981

distance 0.277 · cross-district

#17 · Punecell 4900007141

distance 0.279

#18 · Punecell 4900010294

distance 0.279

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":4900007738}}}'

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.