Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900007809

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

0.89

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.5

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900007810

distance 0.5

#2 · Punecell 4900008141

distance 0.503

#3 · Punecell 4900007926

distance 0.509

#4 · Punecell 4900008036

distance 0.531

#5 · Punecell 4900007925

distance 0.536

#6 · Punecell 4900008250

distance 0.573

#7 · Punecell 4900008031

distance 0.585

#8 · Punecell 4900007924

distance 0.604

#9 · Punecell 4900008251

distance 0.625

#10 · Punecell 4900008253

distance 0.687

#11 · Punecell 4900007687

distance 0.709

#12 · Punecell 4900007566

distance 0.725

#13 · Punecell 4900008143

distance 0.725

#14 · Punecell 4900007812

distance 0.734

#15 · Punecell 4900007318

distance 0.738

#16 · Punecell 4900005722

distance 0.739

#17 · Punecell 4900008029

distance 0.74

#18 · Punecell 4900007921

distance 0.741

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":4900007809}}}'

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.