Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900002129

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

0.082

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900003708

distance 0.082

#2 · Punecell 4900003704

distance 0.13

#3 · Punecell 4900004280

distance 0.137

#4 · Punecell 4900004541

distance 0.138

#5 · Punecell 4900003992

distance 0.147

#6 · Punecell 4900003573

distance 0.152

#7 · Punecell 4900002892

distance 0.155

#8 · Punecell 4900001979

distance 0.157

#9 · Punecell 4900002446

distance 0.159

#10 · Punecell 4900002282

distance 0.161

#11 · Punecell 4900001139

distance 0.161

#12 · Punecell 4900001542

distance 0.163

#13 · Punecell 4900003564

distance 0.167

#14 · Sataracell 4940008098

distance 0.168 · cross-district

#15 · Punecell 4900004124

distance 0.168

#16 · Punecell 4900003176

distance 0.169

#17 · Punecell 4900001687

distance 0.172

#18 · Sataracell 4940007591

distance 0.174 · 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":4900002129}}}'

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.