Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900002127

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.189

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900001404

distance 0.189

#2 · Punecell 4900001963

distance 0.202

#3 · Sataracell 4940007792

distance 0.206 · cross-district

#4 · Punecell 4900003707

distance 0.208

#5 · Punecell 4900001811

distance 0.21

#6 · Punecell 4900012913

distance 0.212

#7 · Punecell 4900001814

distance 0.212

#8 · Punecell 4900004679

distance 0.217

#9 · Punecell 4900005896

distance 0.218

#10 · Sataracell 4940008393

distance 0.221 · cross-district

#11 · Solapurcell 4960008480

distance 0.222 · cross-district

#12 · Punecell 4900003449

distance 0.227

#13 · Punecell 4900002739

distance 0.228

#14 · Sataracell 4940007263

distance 0.232 · cross-district

#15 · Sataracell 4940008195

distance 0.234 · cross-district

#16 · Sataracell 4940004893

distance 0.244 · cross-district

#17 · Sataracell 4940004178

distance 0.247 · cross-district

#18 · Sataracell 4940007996

distance 0.247 · 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":4900002127}}}'

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.