Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900007772

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

0.462

lower = more alike (weighted)

The twins, closest first

#1 · Raigadcell 4910005207

distance 0.462 · cross-district

#2 · Punecell 4900008105

distance 0.544

#3 · Punecell 4900008796

distance 0.545

#4 · Punecell 4900008663

distance 0.581

#5 · Raigadcell 4910005755

distance 0.584 · cross-district

#6 · Punecell 4900009732

distance 0.584

#7 · Punecell 4900009024

distance 0.6

#8 · Punecell 4900006705

distance 0.629

#9 · Punecell 4900007993

distance 0.637

#10 · Punecell 4900011013

distance 0.651

#11 · Punecell 4900008574

distance 0.653

#12 · Punecell 4900008908

distance 0.657

#13 · Punecell 4900007646

distance 0.659

#14 · Punecell 4900006222

distance 0.67

#15 · Punecell 4900006557

distance 0.676

#16 · Raigadcell 4910005157

distance 0.679 · cross-district

#17 · Punecell 4900008457

distance 0.683

#18 · Punecell 4900008003

distance 0.689

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":4900007772}}}'

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.