Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900005877

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

0.125

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900006860

distance 0.125

#2 · Punecell 4900006983

distance 0.156

#3 · Punecell 4900005879

distance 0.168

#4 · Punecell 4900007233

distance 0.17

#5 · Punecell 4900009382

distance 0.174

#6 · Punecell 4900005876

distance 0.179

#7 · Punecell 4900005749

distance 0.185

#8 · Punecell 4900006854

distance 0.199

#9 · Punecell 4900006739

distance 0.202

#10 · Punecell 4900005878

distance 0.208

#11 · Punecell 4900007228

distance 0.211

#12 · Punecell 4900005617

distance 0.218

#13 · Punecell 4900010188

distance 0.22

#14 · Punecell 4900008061

distance 0.221

#15 · Punecell 4900005618

distance 0.224

#16 · Punecell 4900006737

distance 0.225

#17 · Punecell 4900007713

distance 0.225

#18 · Punecell 4900009277

distance 0.227

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":4900005877}}}'

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.