Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900007580

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

0.92

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 4900005729

distance 0.259

#2 · Punecell 4900005993

distance 0.261

#3 · Punecell 4900007581

distance 0.27

#4 · Punecell 4900006363

distance 0.336

#5 · Punecell 4900006482

distance 0.357

#6 · Punecell 4900007345

distance 0.363

#7 · Punecell 4900007460

distance 0.373

#8 · Punecell 4900006601

distance 0.389

#9 · Punecell 4900005735

distance 0.39

#10 · Punecell 4900005991

distance 0.404

#11 · Punecell 4900007461

distance 0.405

#12 · Punecell 4900005464

distance 0.417

#13 · Punecell 4900008282

distance 0.421

#14 · Punecell 4900005734

distance 0.429

#15 · Punecell 4900007467

distance 0.43

#16 · Punecell 4900005863

distance 0.456

#17 · Punecell 4900008508

distance 0.483

#18 · Punecell 4900006969

distance 0.512

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":4900007580}}}'

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.