Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900004873

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.132

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900005545

distance 0.132

#2 · Punecell 4900005544

distance 0.134

#3 · Punecell 4900005281

distance 0.134

#4 · Punecell 4900004876

distance 0.144

#5 · Solapurcell 4960012130

distance 0.154 · cross-district

#6 · Punecell 4900005673

distance 0.154

#7 · Punecell 4900004597

distance 0.155

#8 · Punecell 4900006181

distance 0.157

#9 · Dharashivcell 4880003360

distance 0.157 · cross-district

#10 · Beedcell 4700004681

distance 0.16 · cross-district

#11 · Punecell 4900004037

distance 0.161

#12 · Punecell 4900002806

distance 0.163

#13 · Beedcell 4700003484

distance 0.166 · cross-district

#14 · Dharashivcell 4880003860

distance 0.166 · cross-district

#15 · Punecell 4900007144

distance 0.167

#16 · Punecell 4900004723

distance 0.168

#17 · Punecell 4900008754

distance 0.168

#18 · Punecell 4900006180

distance 0.169

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":4900004873}}}'

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.