Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900000668

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 3 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.209

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900000670

distance 0.209

#2 · Punecell 4900000903

distance 0.225

#3 · Sataracell 4940007687

distance 0.237 · cross-district

#4 · Punecell 4900002454

distance 0.248

#5 · Punecell 4900001842

distance 0.259

#6 · Sataracell 4940008499

distance 0.264 · cross-district

#7 · Punecell 4900005653

distance 0.265

#8 · Punecell 4900001182

distance 0.268

#9 · Punecell 4900004291

distance 0.268

#10 · Sataracell 4940008579

distance 0.27 · cross-district

#11 · Punecell 4900006047

distance 0.27

#12 · Punecell 4900000387

distance 0.271

#13 · Solapurcell 4960009172

distance 0.275 · cross-district

#14 · Punecell 4900003187

distance 0.277

#15 · Sataracell 4940008827

distance 0.278 · cross-district

#16 · Punecell 4900001419

distance 0.278

#17 · Punecell 4900002646

distance 0.278

#18 · Sataracell 4940008520

distance 0.279 · 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":4900000668}}}'

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.