Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900008554

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 2 distinct districts

Index confidence

0.89

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.354

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900008553

distance 0.354

#2 · Punecell 4900008775

distance 0.37

#3 · Punecell 4900008661

distance 0.37

#4 · Punecell 4900007893

distance 0.405

#5 · Punecell 4900009003

distance 0.427

#6 · Punecell 4900008887

distance 0.428

#7 · Punecell 4900008784

distance 0.431

#8 · Punecell 4900008555

distance 0.436

#9 · Punecell 4900008664

distance 0.441

#10 · Punecell 4900007052

distance 0.464

#11 · Punecell 4900004617

distance 0.468

#12 · Punecell 4900008551

distance 0.474

#13 · Punecell 4900007785

distance 0.499

#14 · Punecell 4900006803

distance 0.5

#15 · Raigadcell 4910001684

distance 0.505 · cross-district

#16 · Punecell 4900006801

distance 0.507

#17 · Punecell 4900006439

distance 0.529

#18 · Punecell 4900010826

distance 0.529

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":4900008554}}}'

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.