Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900008105

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

0.452

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900005814

distance 0.452

#2 · Punecell 4900008663

distance 0.538

#3 · Punecell 4900007772

distance 0.544

#4 · Punecell 4900011013

distance 0.553

#5 · Punecell 4900008457

distance 0.603

#6 · Punecell 4900009652

distance 0.613

#7 · Punecell 4900009732

distance 0.615

#8 · Punecell 4900008554

distance 0.651

#9 · Raigadcell 4910005207

distance 0.656 · cross-district

#10 · Punecell 4900007646

distance 0.657

#11 · Punecell 4900007993

distance 0.659

#12 · Punecell 4900006552

distance 0.666

#13 · Punecell 4900011824

distance 0.672

#14 · Raigadcell 4910005755

distance 0.675 · cross-district

#15 · Punecell 4900010907

distance 0.675

#16 · Punecell 4900011896

distance 0.683

#17 · Punecell 4900007295

distance 0.688

#18 · Punecell 4900008887

distance 0.69

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":4900008105}}}'

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.