Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900005144

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

0.074

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900005003

distance 0.074

#2 · Punecell 4900006303

distance 0.095

#3 · Beedcell 4700003300

distance 0.113 · cross-district

#4 · Punecell 4900005005

distance 0.122

#5 · Punecell 4900005004

distance 0.13

#6 · Punecell 4900004869

distance 0.138

#7 · Punecell 4900005410

distance 0.139

#8 · Punecell 4900005396

distance 0.14

#9 · Punecell 4900005544

distance 0.144

#10 · Punecell 4900001891

distance 0.145

#11 · Beedcell 4700003475

distance 0.146 · cross-district

#12 · Punecell 4900007514

distance 0.147

#13 · Punecell 4900005276

distance 0.148

#14 · Punecell 4900004870

distance 0.149

#15 · Beedcell 4700003474

distance 0.151 · cross-district

#16 · Punecell 4900007386

distance 0.151

#17 · Punecell 4900005783

distance 0.151

#18 · Beedcell 4700005918

distance 0.153 · 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":4900005144}}}'

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.