Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900010657

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

0.88

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.474

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900006796

distance 0.474

#2 · Punecell 4900007890

distance 0.516

#3 · Punecell 4900008220

distance 0.536

#4 · Punecell 4900008441

distance 0.552

#5 · Punecell 4900010652

distance 0.569

#6 · Punecell 4900012107

distance 0.571

#7 · Punecell 4900012106

distance 0.576

#8 · Punecell 4900011241

distance 0.595

#9 · Punecell 4900008442

distance 0.597

#10 · Punecell 4900012173

distance 0.599

#11 · Punecell 4900011242

distance 0.602

#12 · Punecell 4900012171

distance 0.606

#13 · Punecell 4900010653

distance 0.606

#14 · Punecell 4900009418

distance 0.611

#15 · Punecell 4900009825

distance 0.612

#16 · Punecell 4900010654

distance 0.623

#17 · Punecell 4900010572

distance 0.624

#18 · Punecell 4900009417

distance 0.632

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":4900010657}}}'

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.