Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900007193

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

0.259

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900007315

distance 0.259

#2 · Punecell 4900007317

distance 0.278

#3 · Punecell 4900005456

distance 0.31

#4 · Punecell 4900007325

distance 0.341

#5 · Punecell 4900006342

distance 0.387

#6 · Punecell 4900007324

distance 0.414

#7 · Punecell 4900007195

distance 0.416

#8 · Punecell 4900007081

distance 0.418

#9 · Punecell 4900006344

distance 0.425

#10 · Punecell 4900007693

distance 0.443

#11 · Punecell 4900007191

distance 0.445

#12 · Punecell 4900006947

distance 0.447

#13 · Punecell 4900005585

distance 0.46

#14 · Punecell 4900006341

distance 0.461

#15 · Punecell 4900005457

distance 0.468

#16 · Punecell 4900007322

distance 0.477

#17 · Punecell 4900005328

distance 0.489

#18 · Punecell 4900006955

distance 0.494

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":4900007193}}}'

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.