Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900004719

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

0.19

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900007639

distance 0.19

#2 · Punecell 4900005255

distance 0.198

#3 · Punecell 4900002803

distance 0.222

#4 · Punecell 4900005785

distance 0.222

#5 · Punecell 4900006047

distance 0.224

#6 · Punecell 4900005655

distance 0.224

#7 · Punecell 4900006046

distance 0.225

#8 · Dharashivcell 4880001632

distance 0.228 · cross-district

#9 · Punecell 4900004863

distance 0.229

#10 · Punecell 4900005526

distance 0.23

#11 · Punecell 4900005522

distance 0.236

#12 · Ahmednagarcell 4660003436

distance 0.239 · cross-district

#13 · Punecell 4900005533

distance 0.239

#14 · Punecell 4900001561

distance 0.242

#15 · Ahmednagarcell 4660004194

distance 0.242 · cross-district

#16 · Punecell 4900005402

distance 0.244

#17 · Solapurcell 4960004794

distance 0.244 · cross-district

#18 · Punecell 4900001174

distance 0.245

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":4900004719}}}'

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.