Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900007315

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 4900007193

distance 0.259

#2 · Punecell 4900007325

distance 0.34

#3 · Punecell 4900006344

distance 0.352

#4 · Punecell 4900006342

distance 0.371

#5 · Punecell 4900007195

distance 0.38

#6 · Punecell 4900007317

distance 0.383

#7 · Punecell 4900005456

distance 0.415

#8 · Punecell 4900006341

distance 0.42

#9 · Punecell 4900007322

distance 0.42

#10 · Punecell 4900007693

distance 0.421

#11 · Punecell 4900006947

distance 0.428

#12 · Punecell 4900007191

distance 0.436

#13 · Punecell 4900007321

distance 0.437

#14 · Punecell 4900006218

distance 0.463

#15 · Punecell 4900006826

distance 0.468

#16 · Punecell 4900005585

distance 0.469

#17 · Punecell 4900007081

distance 0.482

#18 · Punecell 4900005715

distance 0.491

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":4900007315}}}'

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.