Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900009443

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 3 distinct districts

Index confidence

0.88

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.719

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900009340

distance 0.719

#2 · Punecell 4900011783

distance 0.783

#3 · Thanecell 4970001169

distance 0.788 · cross-district

#4 · Raigadcell 4910005840

distance 0.788 · cross-district

#5 · Punecell 4900008683

distance 0.794

#6 · Punecell 4900008459

distance 0.797

#7 · Raigadcell 4910005878

distance 0.8 · cross-district

#8 · Punecell 4900008816

distance 0.806

#9 · Punecell 4900009748

distance 0.809

#10 · Punecell 4900009352

distance 0.813

#11 · Punecell 4900007910

distance 0.814

#12 · Raigadcell 4910005705

distance 0.818 · cross-district

#13 · Punecell 4900011974

distance 0.823

#14 · Punecell 4900008239

distance 0.825

#15 · Raigadcell 4910005939

distance 0.833 · cross-district

#16 · Punecell 4900010064

distance 0.834

#17 · Punecell 4900008572

distance 0.834

#18 · Punecell 4900009560

distance 0.838

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":4900009443}}}'

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.