Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900007102

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

0.239

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900006974

distance 0.239

#2 · Punecell 4900006729

distance 0.336

#3 · Punecell 4900006004

distance 0.477

#4 · Punecell 4900005468

distance 0.489

#5 · Punecell 4900005867

distance 0.503

#6 · Punecell 4900007100

distance 0.504

#7 · Punecell 4900006851

distance 0.504

#8 · Punecell 4900007700

distance 0.517

#9 · Punecell 4900007819

distance 0.526

#10 · Punecell 4900006606

distance 0.527

#11 · Punecell 4900005340

distance 0.529

#12 · Punecell 4900007839

distance 0.538

#13 · Punecell 4900005745

distance 0.543

#14 · Punecell 4900006981

distance 0.544

#15 · Punecell 4900005874

distance 0.545

#16 · Punecell 4900006364

distance 0.551

#17 · Punecell 4900007582

distance 0.554

#18 · Punecell 4900006731

distance 0.563

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":4900007102}}}'

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.