Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900007168

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

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.242

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900007658

distance 0.242

#2 · Punecell 4900004064

distance 0.257

#3 · Punecell 4900007286

distance 0.258

#4 · Punecell 4900006805

distance 0.259

#5 · Punecell 4900007285

distance 0.279

#6 · Punecell 4900004881

distance 0.283

#7 · Punecell 4900003376

distance 0.284

#8 · Punecell 4900005036

distance 0.284

#9 · Punecell 4900006802

distance 0.284

#10 · Punecell 4900002673

distance 0.284

#11 · Punecell 4900007661

distance 0.286

#12 · Punecell 4900007407

distance 0.289

#13 · Punecell 4900006203

distance 0.29

#14 · Punecell 4900006080

distance 0.292

#15 · Punecell 4900004614

distance 0.295

#16 · Punecell 4900007422

distance 0.295

#17 · Punecell 4900006666

distance 0.298

#18 · Punecell 4900004879

distance 0.302

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":4900007168}}}'

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.