Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900010608

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

0.359

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900009878

distance 0.359

#2 · Punecell 4900006725

distance 0.365

#3 · Punecell 4900011787

distance 0.373

#4 · Punecell 4900010525

distance 0.378

#5 · Punecell 4900012061

distance 0.386

#6 · Punecell 4900011590

distance 0.392

#7 · Punecell 4900012060

distance 0.394

#8 · Punecell 4900010522

distance 0.397

#9 · Punecell 4900011539

distance 0.404

#10 · Punecell 4900010708

distance 0.407

#11 · Punecell 4900012053

distance 0.409

#12 · Punecell 4900009870

distance 0.409

#13 · Punecell 4900010877

distance 0.412

#14 · Punecell 4900005081

distance 0.413

#15 · Punecell 4900010707

distance 0.414

#16 · Punecell 4900009571

distance 0.418

#17 · Punecell 4900008932

distance 0.42

#18 · Punecell 4900005079

distance 0.42

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":4900010608}}}'

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.