Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900004721

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.117

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700004678

distance 0.117 · cross-district

#2 · Punecell 4900004868

distance 0.122

#3 · Beedcell 4700002962

distance 0.125 · cross-district

#4 · Punecell 4900008645

distance 0.125

#5 · Sanglicell 4930004309

distance 0.13 · cross-district

#6 · Punecell 4900007982

distance 0.136

#7 · Solapurcell 4960012122

distance 0.142 · cross-district

#8 · Punecell 4900005411

distance 0.142

#9 · Beedcell 4700005922

distance 0.142 · cross-district

#10 · Punecell 4900008313

distance 0.142

#11 · Ahmednagarcell 4660000413

distance 0.145 · cross-district

#12 · Beedcell 4700002792

distance 0.148 · cross-district

#13 · Beedcell 4700005489

distance 0.148 · cross-district

#14 · Beedcell 4700002799

distance 0.15 · cross-district

#15 · Beedcell 4700006472

distance 0.15 · cross-district

#16 · Beedcell 4700005024

distance 0.15 · cross-district

#17 · Beedcell 4700005502

distance 0.151 · cross-district

#18 · Beedcell 4700004173

distance 0.152 · 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":4900004721}}}'

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.