Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900012639

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.199

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900012783

distance 0.199

#2 · Ahmednagarcell 4660006720

distance 0.206 · cross-district

#3 · Ahmednagarcell 4660007006

distance 0.215 · cross-district

#4 · Punecell 4900005756

distance 0.218

#5 · Punecell 4900005896

distance 0.221

#6 · Sataracell 4940007152

distance 0.225 · cross-district

#7 · Punecell 4900003709

distance 0.227

#8 · Sataracell 4940008784

distance 0.228 · cross-district

#9 · Punecell 4900004534

distance 0.229

#10 · Punecell 4900001402

distance 0.233

#11 · Sataracell 4940008572

distance 0.234 · cross-district

#12 · Punecell 4900012778

distance 0.238

#13 · Ahmednagarcell 4660008513

distance 0.242 · cross-district

#14 · Sataracell 4940007261

distance 0.244 · cross-district

#15 · Sataracell 4940007796

distance 0.245 · cross-district

#16 · Punecell 4900004677

distance 0.245

#17 · Ahmednagarcell 4660004691

distance 0.246 · cross-district

#18 · Beedcell 4700004499

distance 0.246 · 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":4900012639}}}'

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.