Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900006347

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.349

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900005854

distance 0.349

#2 · Punecell 4900005853

distance 0.367

#3 · Punecell 4900006472

distance 0.481

#4 · Punecell 4900007076

distance 0.517

#5 · Punecell 4900007445

distance 0.605

#6 · Punecell 4900005592

distance 0.61

#7 · Punecell 4900006232

distance 0.657

#8 · Punecell 4900006471

distance 0.658

#9 · Thanecell 4970000806

distance 0.662 · cross-district

#10 · Punecell 4900006108

distance 0.672

#11 · Punecell 4900006953

distance 0.673

#12 · Punecell 4900006346

distance 0.678

#13 · Punecell 4900006349

distance 0.706

#14 · Thanecell 4970000730

distance 0.723 · cross-district

#15 · Punecell 4900006227

distance 0.733

#16 · Thanecell 4970000571

distance 0.753 · cross-district

#17 · Punecell 4900006353

distance 0.755

#18 · Thanecell 4970000585

distance 0.755 · cross-district

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":4900006347}}}'

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.