Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900007313

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

0.296

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900007314

distance 0.296

#2 · Punecell 4900006948

distance 0.31

#3 · Punecell 4900005715

distance 0.38

#4 · Punecell 4900007561

distance 0.389

#5 · Punecell 4900007190

distance 0.421

#6 · Punecell 4900007679

distance 0.44

#7 · Punecell 4900005457

distance 0.455

#8 · Punecell 4900006343

distance 0.464

#9 · Punecell 4900007560

distance 0.497

#10 · Punecell 4900004507

distance 0.516

#11 · Punecell 4900007317

distance 0.543

#12 · Punecell 4900005586

distance 0.549

#13 · Punecell 4900006462

distance 0.553

#14 · Punecell 4900008256

distance 0.557

#15 · Punecell 4900007321

distance 0.56

#16 · Punecell 4900008923

distance 0.564

#17 · Punecell 4900007693

distance 0.571

#18 · Punecell 4900008137

distance 0.575

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":4900007313}}}'

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.