Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900005231

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 1 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.126

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900005226

distance 0.126

#2 · Punecell 4900004817

distance 0.134

#3 · Punecell 4900004673

distance 0.138

#4 · Punecell 4900004672

distance 0.14

#5 · Punecell 4900003987

distance 0.157

#6 · Punecell 4900002741

distance 0.158

#7 · Punecell 4900005093

distance 0.163

#8 · Punecell 4900004680

distance 0.166

#9 · Punecell 4900004402

distance 0.169

#10 · Punecell 4900004689

distance 0.169

#11 · Punecell 4900005244

distance 0.174

#12 · Punecell 4900005490

distance 0.176

#13 · Punecell 4900005102

distance 0.18

#14 · Punecell 4900003036

distance 0.181

#15 · Punecell 4900004963

distance 0.182

#16 · Punecell 4900003584

distance 0.184

#17 · Punecell 4900005891

distance 0.186

#18 · Punecell 4900005367

distance 0.186

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":4900005231}}}'

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.