Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900009102

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

0.88

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.681

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900008368

distance 0.681

#2 · Punecell 4900007802

distance 0.705

#3 · Punecell 4900007682

distance 0.724

#4 · Punecell 4900009327

distance 0.729

#5 · Punecell 4900007808

distance 0.738

#6 · Punecell 4900007689

distance 0.746

#7 · Punecell 4900007804

distance 0.754

#8 · Punecell 4900008589

distance 0.757

#9 · Punecell 4900008798

distance 0.761

#10 · Punecell 4900008799

distance 0.769

#11 · Punecell 4900007570

distance 0.77

#12 · Punecell 4900008038

distance 0.801

#13 · Punecell 4900008685

distance 0.809

#14 · Punecell 4900009210

distance 0.81

#15 · Punecell 4900006951

distance 0.818

#16 · Thanecell 4970001052

distance 0.822 · cross-district

#17 · Punecell 4900007683

distance 0.822

#18 · Thanecell 4970000448

distance 0.842 · 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":4900009102}}}'

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.