Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900002178

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.063

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900003896

distance 0.063

#2 · Punecell 4900003895

distance 0.063

#3 · Punecell 4900001596

distance 0.076

#4 · Punecell 4900003755

distance 0.078

#5 · Punecell 4900001722

distance 0.091

#6 · Punecell 4900001572

distance 0.097

#7 · Punecell 4900002333

distance 0.1

#8 · Punecell 4900004149

distance 0.102

#9 · Punecell 4900002327

distance 0.105

#10 · Punecell 4900001862

distance 0.106

#11 · Punecell 4900002331

distance 0.106

#12 · Punecell 4900003074

distance 0.108

#13 · Punecell 4900001331

distance 0.108

#14 · Punecell 4900002190

distance 0.116

#15 · Punecell 4900003754

distance 0.116

#16 · Punecell 4900002021

distance 0.119

#17 · Nashikcell 4870004560

distance 0.12 · cross-district

#18 · Punecell 4900001165

distance 0.123

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":4900002178}}}'

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.